{"id":"https://openalex.org/W7219266374","doi":null,"title":"Exploring the Impact of Emerging Diagnostic Methodologies on the Early Detection, Treatment, and Management of Infectious Diseases","display_name":"Exploring the Impact of Emerging Diagnostic Methodologies on the Early Detection, Treatment, and Management of Infectious Diseases","publication_year":2025,"publication_date":"2025-12-05","ids":{"openalex":"https://openalex.org/W7219266374"},"language":"en","primary_location":{"id":"pmh:oai:jneonatalsurg.com:article/9644","doi":null,"is_oa":true,"landing_page_url":"https://www.jneonatalsurg.com/index.php/jns/article/view/9644","pdf_url":"https://www.jneonatalsurg.com/index.php/jns/article/download/9644/8708/31605","source":{"id":"https://openalex.org/S2764549079","display_name":"Journal of Neonatal Surgery","issn_l":"2226-0439","issn":["2226-0439"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2226-0439","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jneonatalsurg.com/index.php/jns/article/download/9644/8708/31605","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120857816","display_name":"Bushra Sajid","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I196431481","display_name":"Isra University","ror":"https://ror.org/04rmz8121","country_code":"PK","type":"education","lineage":["https://openalex.org/I196431481"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Sajid, Bushra","raw_affiliation_strings":["Assistant Professor, Department of Pathology , Isra University , Hyderabad . PAK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor, Department of Pathology , Isra University , Hyderabad . PAK","institution_ids":["https://openalex.org/I196431481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101323658","display_name":"Aisha Hameed","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405266610","display_name":"Gujranwala Medical College","ror":"https://ror.org/046asd979","country_code":"PK","type":"education","lineage":["https://openalex.org/I2803096283","https://openalex.org/I4405266610"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hameed, Aisha","raw_affiliation_strings":["Associate Professor, Department of Pathology , Gujranwala Medical College , Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate Professor, Department of Pathology , Gujranwala Medical College , Pakistan","institution_ids":["https://openalex.org/I4405266610"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5156320015","display_name":"Saima Rafique","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I196431481","display_name":"Isra University","ror":"https://ror.org/04rmz8121","country_code":"PK","type":"education","lineage":["https://openalex.org/I196431481"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rafique, Saima","raw_affiliation_strings":["Assistant Professor, Department of Medicine , Bhitai Dental and Medical College Mirpurkhas , Pakistan","Department of Pathology , Isra University , Hyderabad . PAK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor, Department of Medicine , Bhitai Dental and Medical College Mirpurkhas , Pakistan","institution_ids":[]},{"raw_affiliation_string":"Department of Pathology , Isra University , Hyderabad . PAK","institution_ids":["https://openalex.org/I196431481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049517739","display_name":"Amina Nadeem","orcid":"https://orcid.org/0000-0002-0613-1955","observed_orcids":["https://orcid.org/0000-0002-0613-1955"]},"institutions":[{"id":"https://openalex.org/I142204992","display_name":"University of Lahore","ror":"https://ror.org/051jrjw38","country_code":"PK","type":"education","lineage":["https://openalex.org/I142204992"]},{"id":"https://openalex.org/I189285622","display_name":"Azerbaijan Medical University","ror":"https://ror.org/016a0n751","country_code":"AZ","type":"education","lineage":["https://openalex.org/I189285622"]}],"countries":["AZ","PK"],"is_corresponding":false,"raw_author_name":"Nadeem, Amina","raw_affiliation_strings":["House Officer , Azerbaijan Medical University Surgery Hospital , Baku , Azerbaijan","Oral & Maxillofacial Surgery , University College of Dentistry , University of Lahore , PAK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"House Officer , Azerbaijan Medical University Surgery Hospital , Baku , Azerbaijan","institution_ids":["https://openalex.org/I189285622"]},{"raw_affiliation_string":"Oral & Maxillofacial Surgery , University College of Dentistry , University of Lahore , PAK","institution_ids":["https://openalex.org/I142204992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043524529","display_name":"\u200fAmmar \u200fNiazi","orcid":"https://orcid.org/0000-0003-4039-6604","observed_orcids":["https://orcid.org/0000-0003-4039-6604"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Niazi, Ammar","raw_affiliation_strings":["Assistant Professor,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Assistant Professor,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022705884","display_name":"Adeel Haidar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142204992","display_name":"University of Lahore","ror":"https://ror.org/051jrjw38","country_code":"PK","type":"education","lineage":["https://openalex.org/I142204992"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Haidar, Adeel","raw_affiliation_strings":["Associate Professor, Oral Pathology and Oral Diagnostics , University College of Dentistry , University of Lahore , PAK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Associate Professor, Oral Pathology and Oral Diagnostics , University College of Dentistry , University of Lahore , PAK","institution_ids":["https://openalex.org/I142204992"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.44537815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12167","display_name":"Bacterial Identification and Susceptibility Testing","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2726","display_name":"Microbiology (medical)"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12167","display_name":"Bacterial Identification and Susceptibility Testing","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2726","display_name":"Microbiology (medical)"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11393","display_name":"Biosensors and Analytical Detection","score":0.005499999970197678,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11314","display_name":"Clinical Laboratory Practices and Quality Control","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/3607","display_name":"Medical Laboratory Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/infectious-disease-diagnostics","display_name":"infectious disease diagnostics","score":0.7099999785423279},{"id":"https://openalex.org/keywords/molecular-diagnosis","display_name":"molecular diagnosis","score":0.6169999837875366},{"id":"https://openalex.org/keywords/metagenomic-sequencing","display_name":"metagenomic sequencing","score":0.8930000066757202},{"id":"https://openalex.org/keywords/crispr-based-diagnostics","display_name":"CRISPR-based diagnostics","score":0.8790000081062317},{"id":"https://openalex.org/keywords/rapid-pathogen-detection","display_name":"rapid pathogen detection","score":0.574999988079071},{"id":"https://openalex.org/keywords/antimicrobial-resistance-profiling","display_name":"antimicrobial resistance profiling","score":0.781000018119812},{"id":"https://openalex.org/keywords/time-to-treatment","display_name":"time to treatment","score":0.7670000195503235},{"id":"https://openalex.org/keywords/antimicrobial-stewardship","display_name":"antimicrobial stewardship","score":0.8569999933242798},{"id":"https://openalex.org/keywords/broad-spectrum-antibiotic-use","display_name":"broad-spectrum antibiotic use","score":0.7289999723434448},{"id":"https://openalex.org/keywords/length-of-hospital-stay","display_name":"length of hospital stay","score":0.765999972820282},{"id":"https://openalex.org/keywords/clinical-outcomes","display_name":"clinical outcomes","score":0.5910000205039978},{"id":"https://openalex.org/keywords/emerging-diagnostic-technologies","display_name":"emerging diagnostic technologies","score":0.5730000138282776},{"id":"https://openalex.org/keywords/infectious-disease-management","display_name":"infectious disease management","score":0.5450000166893005},{"id":"https://openalex.org/keywords/disease-surveillance","display_name":"disease surveillance","score":0.597000002861023}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.776199996471405},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.6085000038146973},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.6028000116348267},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5372999906539917},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.48649999499320984},{"id":"https://openalex.org/C2991842025","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Tertiary care","level":2,"score":0.4505000114440918},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4339999854564667},{"id":"https://openalex.org/C82157600","wikidata":"https://www.wikidata.org/wiki/Q2671652","display_name":"Diagnostic test","level":2,"score":0.3822000026702881},{"id":"https://openalex.org/C188816634","wikidata":"https://www.wikidata.org/wiki/Q2113324","display_name":"Prospective cohort study","level":2,"score":0.35910001397132874},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.35760000348091125},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.3522000014781952},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.33320000767707825},{"id":"https://openalex.org/C71405471","wikidata":"https://www.wikidata.org/wiki/Q757012","display_name":"Quality management","level":3,"score":0.3321000039577484},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.32499998807907104},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.321399986743927},{"id":"https://openalex.org/C3018838755","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Medical care","level":2,"score":0.3212999999523163},{"id":"https://openalex.org/C2987315675","wikidata":"https://www.wikidata.org/wiki/Q1773974","display_name":"Disease control","level":2,"score":0.31630000472068787},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.30720001459121704},{"id":"https://openalex.org/C98108389","wikidata":"https://www.wikidata.org/wiki/Q412563","display_name":"CRISPR","level":3,"score":0.3061999976634979},{"id":"https://openalex.org/C2779973787","wikidata":"https://www.wikidata.org/wiki/Q609748","display_name":"Emerging infectious disease","level":3,"score":0.30239999294281006},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.29679998755455017},{"id":"https://openalex.org/C2992965680","wikidata":"https://www.wikidata.org/wiki/Q598976","display_name":"Clinical microbiology","level":2,"score":0.2930999994277954},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.28290000557899475},{"id":"https://openalex.org/C2780664029","wikidata":"https://www.wikidata.org/wiki/Q5282120","display_name":"Disease burden","level":3,"score":0.27790001034736633},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C3020448403","wikidata":"https://www.wikidata.org/wiki/Q5282120","display_name":"Burden of disease","level":3,"score":0.2671999931335449},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.26440000534057617},{"id":"https://openalex.org/C2982889124","wikidata":"https://www.wikidata.org/wiki/Q107439039","display_name":"Disease management","level":4,"score":0.2597000002861023},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:jneonatalsurg.com:article/9644","doi":null,"is_oa":true,"landing_page_url":"https://www.jneonatalsurg.com/index.php/jns/article/view/9644","pdf_url":"https://www.jneonatalsurg.com/index.php/jns/article/download/9644/8708/31605","source":{"id":"https://openalex.org/S2764549079","display_name":"Journal of Neonatal Surgery","issn_l":"2226-0439","issn":["2226-0439"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2226-0439","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:jneonatalsurg.com:article/9644","doi":null,"is_oa":true,"landing_page_url":"https://www.jneonatalsurg.com/index.php/jns/article/view/9644","pdf_url":"https://www.jneonatalsurg.com/index.php/jns/article/download/9644/8708/31605","source":{"id":"https://openalex.org/S2764549079","display_name":"Journal of Neonatal Surgery","issn_l":"2226-0439","issn":["2226-0439"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2226-0439","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7219266374.pdf","grobid_xml":"https://content.openalex.org/works/W7219266374.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7154562928","https://openalex.org/W7154480565","https://openalex.org/W2588124754","https://openalex.org/W7125896781","https://openalex.org/W7168152361","https://openalex.org/W7220425876","https://openalex.org/W7163031753","https://openalex.org/W2330085770","https://openalex.org/W7203703065","https://openalex.org/W7203542910"],"abstract_inverted_index":{"Background:":[0],"Emerging":[1],"technologies":[2],"in":[3,64,82,89,124,142,168,173,254,277,358,364,369,431,443,449,463],"diagnostic":[4,105,308,324],"procedures":[5,227,309],"such":[6,425],"as":[7,75,77,468,470],"CRISPR":[8],"(Clustered":[9],"Regularly":[10],"Interspaced":[11],"Short":[12],"Palindromic":[13],"Repeats)":[14],"systems,":[15],"fast":[16,194],"molecular":[17,195],"testing,":[18],"AI,":[19],"met":[20],"genomic":[21,201],"sequencing,":[22],"and":[23,36,45,48,69,107,113,122,158,197,215,232,235,265,367,389,398,418,475],"others":[24],"rapid":[25],"tests":[26],"keep":[27],"on":[28,110],"advancing":[29],"the":[30,51,62,86,90,99,116,184,206,210,233,236,247,288,292,334,346,382,386,391,399,421,432,444,450,460],"dynamic":[31],"sphere":[32],"of":[33,53,66,71,92,98,115,126,199,208,218,230,246,260,268,287,333,440,446,465],"disease":[34,118,172],"control":[35],"management.":[37],"Their":[38,404],"contemporaries":[39],"are":[40,58,396,427,436],"more":[41,283,429],"difficult":[42],"to":[43,60,102,147,155,165,212,242,281,336,384,438,456,473],"diagnose":[44,385],"hence":[46,49],"treated":[47],"reduces":[50],"quality":[52],"care.":[54],"The":[55,96,151,222,257,352,377],"new":[56,104,191,274,378],"approaches":[57,472],"intended":[59],"maximize":[61],"results":[63],"terms":[65,125,464],"timely":[67],"detection":[68],"identification":[70],"pathogens,":[72,284],"resistance":[73],"profiling,":[74],"well":[76,469],"enhanced":[78],"system-level":[79],"performances,":[80],"which,":[81],"their":[83,108],"turn,":[84],"maintain":[85],"directed":[87],"interventions":[88],"area":[91],"public":[93],"health.":[94],"Objective:":[95],"aim":[97],"study":[100,132,152],"was":[101,153,252,262,296,355],"evaluate":[103],"methods":[106,275,300,305],"implications":[109,238],"clinical":[111,237,353,461],"management":[112,445],"treatment":[114,214,328],"infectious":[117,170,447],"within":[119,459],"a":[120,174,216,278,330,337,362],"patient":[121,220,410],"population":[123],"timeliness.":[127],"Study":[128],"Design:":[129],"A":[130],"prospective":[131,157],"at":[133,329],"Jinnah":[134],"Postgraduate":[135],"Medical":[136],"Centre":[137],"(JPMC),":[138],"tertiary":[139,175],"care":[140,177],"hospital":[141,365],"Karachi":[143],"from":[144],"Jan":[145],"2024":[146],"September,":[148],"2024.":[149],"Methods:":[150],"found":[154],"be":[156,439,457],"carried":[159],"out":[160],"among":[161,420],"patients":[162,359],"who":[163],"went":[164],"seek":[166],"help":[167],"an":[169],"nature":[171],"level":[176],"hospital.":[178],"They":[179],"have":[180],"been":[181],"discussed":[182],"alongside":[183],"traditional":[185,347],"culture":[186],"based":[187],"techniques":[188,192,325,348,380],"with":[189,291,394],"some":[190],"like":[193],"evaluation":[196],"even":[198],"Meta":[200],"sequencing.":[202],"Clinical":[203],"data":[204],"recorded,":[205],"duration":[207,211],"diagnostics,":[209],"initiate":[213],"number":[217],"other":[219],"outcomes.":[221],"precision":[223],"by":[224,298],"which":[225,295],"these":[226],"were":[228,239,276,310],"capable":[229],"calculation":[231],"time":[234,313],"also":[240,414],"undertaken":[241],"do":[243],"statistical":[244],"analysis":[245],"conventional":[248,299],"techniques.":[249],"Results:":[250],"Finding":[251],"done":[253,458],"100":[255],"patients.":[256],"mean":[258],"age":[259],"respondents":[261],"43.8":[263],"years":[264],"standard":[266],"deviation":[267],"12.6":[269],"years.":[270],"Procedures":[271],"diagnosed":[272,297,344],"using":[273,345],"significant":[279],"position":[280],"identify":[282],"92":[285],"percent":[286,294],"cases":[289],"compared":[290],"68":[293],"(p":[301],"=":[302,350],"0.604).":[303],"Novel":[304],"including":[306],"novel":[307],"significantly":[311,356],"less":[312],"consuming":[314],"(6.5":[315],"hours":[316],"vs.":[317],"48":[318],"hours,":[319],"p":[320,349],"<":[321],"0.001).":[322],"Sophisticated":[323],"could":[326],"reveal":[327],"lower":[331],"stage":[332],"illness":[335],"much":[338],"larger":[339],"degree":[340],"(84%":[341],"versus":[342],"56%":[343],"0.007).":[351],"outcome":[354],"improved":[357],"that":[360],"had":[361],"reduction":[363,368],"stay":[366],"ill":[370],"placed":[371],"broad":[372],"spectrum":[373],"antibiotics":[374],"administered.":[375],"Conclusion:":[376],"diagnosis":[379,395],"possess":[381],"capacity":[383],"problems":[387],"earlier":[388],"thus":[390],"delays":[392],"associated":[393],"minimized":[397],"correct":[400],"treatments":[401],"commenced":[402],"earlier.":[403],"use":[405],"does":[406],"not":[407],"only":[408],"enhance":[409],"health":[411],"outcomes":[412],"but":[413],"enhances":[415],"antimicrobial":[416],"stewardship":[417],"surveillance":[419],"general":[422],"population.":[423],"Although":[424],"tools":[426],"relatively":[428],"expensive":[430],"short":[433],"term,":[434],"they":[435],"proving":[437],"great":[441],"value":[442],"diseases":[448],"long":[451],"term":[452],"perspective.":[453],"More":[454],"remains":[455],"environment":[462],"workflow":[466],"integration,":[467],"practical":[471],"fairness":[474],"validation.":[476]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-04T00:00:00"}