{"id":"https://openalex.org/W7052931253","doi":null,"title":"Towards computational phenotypes of internalizing psychopathology: An investigation of decision-making and learning algorithms","display_name":"Towards computational phenotypes of internalizing psychopathology: An investigation of decision-making and learning algorithms","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W7052931253"},"language":"en","primary_location":{"id":"pmh:oai:escholarship.org:ark:/13030/qt4pv2t3d2","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/4pv2t3d2","pdf_url":"https://escholarship.org/content/qt4pv2t3d2/qt4pv2t3d2.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"etd"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/content/qt4pv2t3d2/qt4pv2t3d2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107571841","display_name":"Jennifer Senta","orcid":"https://orcid.org/0009-0007-4268-6003","observed_orcids":["https://orcid.org/0009-0007-4268-6003"]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Senta, Jennifer D.","raw_affiliation_strings":["Doctor of Philosophy in Psychology University of California , Berkeley"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Doctor of Philosophy in Psychology University of California , Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5107571841"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.46140000224113464,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.46140000224113464,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10853","display_name":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","score":0.36649999022483826,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.04749999940395355,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/internalizing-psychopathology","display_name":"internalizing psychopathology","score":0.9279999732971191},{"id":"https://openalex.org/keywords/computational-psychiatry","display_name":"computational psychiatry","score":0.984000027179718},{"id":"https://openalex.org/keywords/computational-phenotypes","display_name":"computational phenotypes","score":0.8140000104904175},{"id":"https://openalex.org/keywords/threat-avoidance","display_name":"threat avoidance","score":0.9950000047683716},{"id":"https://openalex.org/keywords/risk-sensitivity","display_name":"risk sensitivity","score":0.5889999866485596},{"id":"https://openalex.org/keywords/anhedonic-depression","display_name":"anhedonic depression","score":0.7329999804496765},{"id":"https://openalex.org/keywords/hypomania","display_name":"hypomania","score":0.8100000023841858},{"id":"https://openalex.org/keywords/anxiety","display_name":"anxiety","score":0.503000020980835},{"id":"https://openalex.org/keywords/decision-making-under-ambiguity","display_name":"decision making under ambiguity","score":0.6759999990463257},{"id":"https://openalex.org/keywords/loss-avoidance","display_name":"loss avoidance","score":0.6150000095367432},{"id":"https://openalex.org/keywords/physiological-anxiety","display_name":"physiological anxiety","score":0.5400000214576721},{"id":"https://openalex.org/keywords/anxiety-depression-comorbidity","display_name":"comorbid depression and anxiety","score":0.6959999799728394},{"id":"https://openalex.org/keywords/personalized-diagnostics","display_name":"personalized diagnosis","score":0.35499998927116394}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7235999703407288},{"id":"https://openalex.org/C123273963","wikidata":"https://www.wikidata.org/wiki/Q624758","display_name":"Psychopathology","level":2,"score":0.6949999928474426},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.6129000186920166},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5698000192642212},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.4925000071525574},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4921000003814697},{"id":"https://openalex.org/C2776809841","wikidata":"https://www.wikidata.org/wiki/Q185935","display_name":"Mania","level":4,"score":0.4708000123500824},{"id":"https://openalex.org/C2777343845","wikidata":"https://www.wikidata.org/wiki/Q16573248","display_name":"Research Domain Criteria","level":3,"score":0.4706999957561493},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.4388999938964844},{"id":"https://openalex.org/C187869287","wikidata":"https://www.wikidata.org/wiki/Q2032061","display_name":"Endophenotype","level":3,"score":0.385699987411499},{"id":"https://openalex.org/C2983526489","wikidata":"https://www.wikidata.org/wiki/Q133500","display_name":"Associative learning","level":2,"score":0.37610000371932983},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.36410000920295715},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.35089999437332153},{"id":"https://openalex.org/C2780012671","wikidata":"https://www.wikidata.org/wiki/Q1343870","display_name":"Corollary","level":2,"score":0.3483000099658966},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.3246999979019165},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3197999894618988},{"id":"https://openalex.org/C2781105514","wikidata":"https://www.wikidata.org/wiki/Q1229994","display_name":"Paranoia","level":2,"score":0.3188999891281128},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C2778941446","wikidata":"https://www.wikidata.org/wiki/Q545365","display_name":"Anhedonia","level":3,"score":0.29750001430511475},{"id":"https://openalex.org/C2776174506","wikidata":"https://www.wikidata.org/wiki/Q131755","display_name":"Bipolar disorder","level":3,"score":0.29260000586509705},{"id":"https://openalex.org/C113280763","wikidata":"https://www.wikidata.org/wiki/Q2326546","display_name":"Subclinical infection","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C2776231130","wikidata":"https://www.wikidata.org/wiki/Q17008148","display_name":"Cognitive bias modification","level":4,"score":0.2818000018596649},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.2797999978065491},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2703999876976013},{"id":"https://openalex.org/C2776674806","wikidata":"https://www.wikidata.org/wiki/Q12135","display_name":"Mental illness","level":3,"score":0.26759999990463257},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2651999890804291},{"id":"https://openalex.org/C189216375","wikidata":"https://www.wikidata.org/wiki/Q1127759","display_name":"Cognitive bias","level":3,"score":0.26019999384880066},{"id":"https://openalex.org/C17289045","wikidata":"https://www.wikidata.org/wiki/Q1138951","display_name":"Cognitive neuroscience","level":3,"score":0.2587999999523163},{"id":"https://openalex.org/C125370674","wikidata":"https://www.wikidata.org/wiki/Q1527480","display_name":"Stressor","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:escholarship.org:ark:/13030/qt4pv2t3d2","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/4pv2t3d2","pdf_url":"https://escholarship.org/content/qt4pv2t3d2/qt4pv2t3d2.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"etd"},{"id":"pmh:oai:share.osf.io:7fb8b209-3f1f-415b-bad5-43dcd070854e","doi":null,"is_oa":false,"landing_page_url":"https://osf.io/mjtwz","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Project"}],"best_oa_location":{"id":"pmh:oai:escholarship.org:ark:/13030/qt4pv2t3d2","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/4pv2t3d2","pdf_url":"https://escholarship.org/content/qt4pv2t3d2/qt4pv2t3d2.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"etd"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6240000128746033}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7052931253.pdf","grobid_xml":"https://content.openalex.org/works/W7052931253.grobid-xml"},"referenced_works_count":158,"referenced_works":["https://openalex.org/W64241676","https://openalex.org/W1408976098","https://openalex.org/W1595744040","https://openalex.org/W1652173018","https://openalex.org/W1939596644","https://openalex.org/W1972489844","https://openalex.org/W1974820251","https://openalex.org/W1975398216","https://openalex.org/W1977835340","https://openalex.org/W1982109636","https://openalex.org/W1987299915","https://openalex.org/W1990109387","https://openalex.org/W1990642712","https://openalex.org/W1995207822","https://openalex.org/W1998990589","https://openalex.org/W1999611081","https://openalex.org/W2001488773","https://openalex.org/W2001866454","https://openalex.org/W2004873925","https://openalex.org/W2006760951","https://openalex.org/W2009309616","https://openalex.org/W2012133058","https://openalex.org/W2014647187","https://openalex.org/W2014682444","https://openalex.org/W2014767017","https://openalex.org/W2014979870","https://openalex.org/W2016724744","https://openalex.org/W2019837960","https://openalex.org/W2022758750","https://openalex.org/W2024690164","https://openalex.org/W2024910015","https://openalex.org/W2025929695","https://openalex.org/W2026511950","https://openalex.org/W2032194515","https://openalex.org/W2041053327","https://openalex.org/W2043688769","https://openalex.org/W2045209862","https://openalex.org/W2047062592","https://openalex.org/W2047265348","https://openalex.org/W2048534604","https://openalex.org/W2048678006","https://openalex.org/W2049882268","https://openalex.org/W2051759398","https://openalex.org/W2056448794","https://openalex.org/W2057200138","https://openalex.org/W2058584826","https://openalex.org/W2058978266","https://openalex.org/W2063838688","https://openalex.org/W2067495470","https://openalex.org/W2070900790","https://openalex.org/W2074669819","https://openalex.org/W2076285657","https://openalex.org/W2081975242","https://openalex.org/W2083412045","https://openalex.org/W2089299823","https://openalex.org/W2091209465","https://openalex.org/W2095047274","https://openalex.org/W2100676571","https://openalex.org/W2109889221","https://openalex.org/W2111971565","https://openalex.org/W2112374643","https://openalex.org/W2112778345","https://openalex.org/W2114207481","https://openalex.org/W2115107366","https://openalex.org/W2116323796","https://openalex.org/W2117141679","https://openalex.org/W2120731123","https://openalex.org/W2121848896","https://openalex.org/W2123089523","https://openalex.org/W2123429050","https://openalex.org/W2130902307","https://openalex.org/W2131795714","https://openalex.org/W2139054106","https://openalex.org/W2140013971","https://openalex.org/W2141432677","https://openalex.org/W2144093039","https://openalex.org/W2146855196","https://openalex.org/W2151854266","https://openalex.org/W2153894094","https://openalex.org/W2154478856","https://openalex.org/W2156174961","https://openalex.org/W2156423826","https://openalex.org/W2156717193","https://openalex.org/W2157813419","https://openalex.org/W2158399520","https://openalex.org/W2161522345","https://openalex.org/W2162809807","https://openalex.org/W2164531443","https://openalex.org/W2165322001","https://openalex.org/W2166523999","https://openalex.org/W2167362547","https://openalex.org/W2168870306","https://openalex.org/W2168927545","https://openalex.org/W2168948517","https://openalex.org/W2170256757","https://openalex.org/W2179264811","https://openalex.org/W2214549810","https://openalex.org/W2312399823","https://openalex.org/W2331672340","https://openalex.org/W2342839846","https://openalex.org/W2467498519","https://openalex.org/W2472274481","https://openalex.org/W2488854359","https://openalex.org/W2510582448","https://openalex.org/W2537678584","https://openalex.org/W2561676566","https://openalex.org/W2570582456","https://openalex.org/W2575787248","https://openalex.org/W2593131655","https://openalex.org/W2599264051","https://openalex.org/W2725719796","https://openalex.org/W2765030473","https://openalex.org/W2765722569","https://openalex.org/W2778603490","https://openalex.org/W2781809075","https://openalex.org/W2789428486","https://openalex.org/W2792163321","https://openalex.org/W2800201914","https://openalex.org/W2800936087","https://openalex.org/W2806228667","https://openalex.org/W2811139190","https://openalex.org/W2901667260","https://openalex.org/W2949689970","https://openalex.org/W2956101215","https://openalex.org/W2963056728","https://openalex.org/W2982749375","https://openalex.org/W3007026860","https://openalex.org/W3007506865","https://openalex.org/W3008617358","https://openalex.org/W3039711239","https://openalex.org/W3045916251","https://openalex.org/W3083638784","https://openalex.org/W3083728556","https://openalex.org/W3116031588","https://openalex.org/W3116892993","https://openalex.org/W3163789885","https://openalex.org/W3167884978","https://openalex.org/W3176926916","https://openalex.org/W3212856868","https://openalex.org/W4205237793","https://openalex.org/W4210651967","https://openalex.org/W4210741468","https://openalex.org/W4211197033","https://openalex.org/W4220742201","https://openalex.org/W4246127347","https://openalex.org/W4285065286","https://openalex.org/W4290711074","https://openalex.org/W4290932449","https://openalex.org/W4292174749","https://openalex.org/W4294618058","https://openalex.org/W4296125873","https://openalex.org/W4327711792","https://openalex.org/W4366235529","https://openalex.org/W4366267488","https://openalex.org/W4367313496","https://openalex.org/W4391188516","https://openalex.org/W4393861926","https://openalex.org/W4399437586"],"related_works":["https://openalex.org/W4412536707","https://openalex.org/W7159779391","https://openalex.org/W3001250426","https://openalex.org/W4321202958","https://openalex.org/W2758676737","https://openalex.org/W3175868425","https://openalex.org/W2346397601","https://openalex.org/W7215415182","https://openalex.org/W4362734164","https://openalex.org/W2479616914"],"abstract_inverted_index":{"Computational":[0],"models":[1],"of":[2,12,20,26,38,45,62,71,82,85,91,104,113,140,155,172,187,205,212,217,242,281,325,335,338,354,390,403,416,420,433,439,443,445,454,457,461,476,480,484,503,517],"cognitive":[3],"processes":[4,90,385,424],"have":[5,397],"provided":[6],"deep":[7],"insights":[8,450],"into":[9,22,98,451],"specific":[10,176],"mechanisms":[11,28],"human":[13],"learning":[14,92,114,342,358,375,384,406],"and":[15,60,68,93,115,119,146,157,226,245,257,276,315,317,386,510,515],"decision-making.":[16],"A":[17],"natural":[18],"corollary":[19],"research":[21,121,131],"the":[23,39,74,80,105,128,203,351,414,434,437,452,465,474,500,506,518],"typical":[24],"functioning":[25],"such":[27,426,491],"is":[29,371,470,487],"to":[30,49,54,56,95,110,160,175,190,208,305,310,373,380,472,489,497,499,508],"investigate":[31],"how":[32],"mental":[33,63],"disorders":[34,64],"might":[35],"cause":[36],"impairment":[37],"underlying":[40],"algorithmic":[41,418],"processes.":[42],"This":[43],"line":[44],"research,":[46],"frequently":[47,166],"referred":[48],"as":[50,467],"computational":[51,69,89,111,124,410,478],"psychiatry,":[52],"seeks":[53],"contribute":[55,498],"more":[57,512],"personalized":[58],"diagnoses":[59],"treatments":[61],"by":[65,382,387,412],"characterizing":[66],"behavioral":[67],"profiles":[70,442],"psychopathology.":[72,447,481],"In":[73,133,198,327],"current":[75],"dissertation":[76,106,486],"we":[77,136,201,318,330,363],"focus":[78],"on":[79],"role":[81],"latent":[83,455],"dimensions":[84,444,456],"internalizing":[86,446],"psychopathology":[87,458],"in":[88,123,143,178,194,214,221,233,248,266,289,322,340,409,425,436],"decision-making":[94,142,218],"provide":[96],"insight":[97],"dissociable":[99],"dimensional":[100,153,185,336],"phenotypes.":[101],"Chapter":[102,134,199,328,428],"1":[103],"provides":[107,430],"a":[108,151,184,270,332,400,431,468],"primer":[109],"characterizations":[112,337],"decision-making,":[116],"including":[117],"recent":[118],"foundational":[120],"results":[122,395,435],"psychiatry":[125,411],"which":[126,348,377],"motivate":[127],"subsequent":[129],"original":[130],"questions.":[132],"2,":[135],"present":[137,331],"an":[138,215,345,417],"investigation":[139,216,334],"effortful":[141,179,195],"reward":[144,180,222],"pursuit":[145,181],"threat":[147,196,227,267,290,306],"avoidance.":[148,197],"We":[149,295],"use":[150],"detailed":[152,333,513],"profile":[154],"depressive":[156],"anxious":[158],"symptoms":[159,171],"characterize":[161],"unique":[162,441],"mechanistic":[163,192],"impairments":[164,376],"across":[165,360],"comorbid":[167,311],"symptoms,":[168],"with":[169,251,278,284,459],"individual":[170,231],"depression":[173,244,252,275],"relating":[174],"differences":[177,193,232],"processes,":[182],"while":[183],"characterization":[186],"anxiety":[188,247,258,314,339,370],"relates":[189],"multiple":[191],"3,":[200],"extend":[202],"space":[204],"psychopathological":[206],"inquiry":[207],"include":[209],"subclinical":[210],"levels":[211,280],"mania":[213],"under":[219,237],"ambiguity":[220,238],"pursuit,":[223],"loss":[224,234],"avoidance,":[225],"avoidance":[228,235,268,291],"paradigms.":[229],"Here,":[230],"decisions":[236,265],"show":[239],"opposing":[240],"effects":[241],"anhedonic":[243,274,293],"physiological":[246],"risk":[249,255,262,287],"sensitivity,":[250],"showing":[253,259],"increased":[254,388],"sensitivity":[256,288,304],"reduced":[260],"nonlinear":[261],"valuation.":[263],"Ambiguous":[264],"reveal":[269],"significant":[271,374],"dissociation":[272],"between":[273,313],"hypomania,":[277],"higher":[279],"hypomania":[282],"associated":[283],"significantly":[285],"less":[286],"than":[292],"depression.":[294],"also":[296],"find":[297,364],"suggestive,":[298],"although":[299],"not":[300,368,488],"concrete,":[301],"evidence":[302],"that":[303,365],"magnitude":[307],"may":[308,396],"relate":[309],"variance":[312],"depression,":[316],"recommend":[319],"additional":[320,449],"work":[321],"this":[323,485],"area":[324],"investigation.":[326],"4,":[329],"reinforcement":[341,405],"impairment,":[343],"using":[344],"experimental":[346],"paradigm":[347],"differentially":[349],"manipulates":[350],"relative":[352],"load":[353],"working":[355,391,422],"memory":[356,392,423],"versus":[357],"systems":[359],"task.":[361],"Here":[362],"physiological,":[366],"but":[367,495],"cognitive,":[369],"related":[372],"are":[378,463],"contributed":[379],"both":[381],"slower":[383],"rate":[389],"decay.":[393],"These":[394],"implications":[398],"for":[399],"wide":[401],"variety":[402],"extant":[404],"modeling":[407],"studies":[408],"emphasizing":[413],"importance":[415],"account":[419],"supporting":[421],"investigations.":[427],"5":[429],"discussion":[432],"framework":[438],"dissociating":[440],"As":[448],"relationships":[453],"algorithms":[460],"cognition":[462],"gained,":[464],"field":[466,507],"whole":[469],"enabled":[471],"approach":[473],"idea":[475],"replicable":[477],"phenotypes":[479,492],"The":[482],"aim":[483],"operationalize":[490],"at":[493],"present,":[494],"rather":[496],"growing":[501],"body":[502],"knowledge":[504],"within":[505],"enable":[509],"inspire":[511],"investigations":[514],"replications":[516],"findings":[519],"contained":[520],"herein.":[521]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-10-10T00:00:00"}