{"id":"https://openalex.org/W4200299925","doi":"https://doi.org/10.1155/2021/8974265","title":"<i>\u03b2</i>Lact\u2010Pred: A Predictor Developed for Identification of Beta\u2010Lactamases Using Statistical Moments and PseAAC via 5\u2010Step Rule","display_name":"<i>\u03b2</i>Lact\u2010Pred: A Predictor Developed for Identification of Beta\u2010Lactamases Using Statistical Moments and PseAAC via 5\u2010Step Rule","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4200299925","doi":"https://doi.org/10.1155/2021/8974265","pmid":"https://pubmed.ncbi.nlm.nih.gov/34956358"},"language":"en","primary_location":{"id":"doi:10.1155/2021/8974265","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8974265","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/8974265.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2021/8974265.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017638087","display_name":"Muhammad Adeel Ashraf","orcid":"https://orcid.org/0000-0003-0873-4992"},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Adeel Ashraf","raw_affiliation_strings":["Department of Computer Science, University of Management and Technology, Lahore 54770, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Management and Technology, Lahore 54770, Pakistan","institution_ids":["https://openalex.org/I87482320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075858344","display_name":"Yaser Daanial Khan","orcid":"https://orcid.org/0000-0002-2482-275X"},"institutions":[{"id":"https://openalex.org/I87482320","display_name":"University of Management and Technology","ror":"https://ror.org/0095xcq10","country_code":"PK","type":"education","lineage":["https://openalex.org/I87482320"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Yaser Daanial Khan","raw_affiliation_strings":["Department of Computer Science, University of Management and Technology, Lahore 54770, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Management and Technology, Lahore 54770, Pakistan","institution_ids":["https://openalex.org/I87482320"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009019450","display_name":"Bilal Shoaib","orcid":"https://orcid.org/0000-0001-6201-4887"},"institutions":[{"id":"https://openalex.org/I3131353278","display_name":"Minhaj University Lahore","ror":"https://ror.org/05bkmfm96","country_code":"PK","type":"education","lineage":["https://openalex.org/I3131353278"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Bilal Shoaib","raw_affiliation_strings":["Centre of Research and Innovation in Marytime Affairs (CRIMA), Lahore 54770, Pakistan","Department of Computer Science, Minhaj University Lahore, Lahore 54770, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre of Research and Innovation in Marytime Affairs (CRIMA), Lahore 54770, Pakistan","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, Minhaj University Lahore, Lahore 54770, Pakistan","institution_ids":["https://openalex.org/I3131353278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107968227","display_name":"Muhammad Adnan Khan","orcid":"https://orcid.org/0000-0001-9789-5231"},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Muhammad Adnan Khan","raw_affiliation_strings":["Pattern Recognition and Machine Learning Lab, Department of Software, Gachon University, Seongnam 13120, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-9789-5231","affiliations":[{"raw_affiliation_string":"Pattern Recognition and Machine Learning Lab, Department of Software, Gachon University, Seongnam 13120, Republic of Korea","institution_ids":["https://openalex.org/I12832649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071662846","display_name":"Faheem Khan","orcid":"https://orcid.org/0000-0001-6220-0225"},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Faheem Khan","raw_affiliation_strings":["Department of Computer Engineering, Gachon University, Seongnam 13120, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Gachon University, Seongnam 13120, Republic of Korea","institution_ids":["https://openalex.org/I12832649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026267523","display_name":"Taeg Keun Whangbo","orcid":"https://orcid.org/0000-0003-1409-0580"},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"T. Whangbo","raw_affiliation_strings":["Department of Computer Engineering, Gachon University, Seongnam 13120, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-1409-0580","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Gachon University, Seongnam 13120, Republic of Korea","institution_ids":["https://openalex.org/I12832649"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026267523","https://openalex.org/A5107968227"],"corresponding_institution_ids":["https://openalex.org/I12832649"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":0.5163,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.62004612,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"2021","issue":"1","first_page":"8974265","last_page":"8974265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9693999886512756,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10654","display_name":"Pneumonia and Respiratory Infections","score":0.9650999903678894,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5678895711898804},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.5092931985855103},{"id":"https://openalex.org/keywords/beta","display_name":"BETA (programming language)","score":0.43638208508491516},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4128718078136444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4085666537284851},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36467546224594116},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34036314487457275},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3222297430038452},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2838936448097229},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.149574875831604}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5678895711898804},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.5092931985855103},{"id":"https://openalex.org/C2776174256","wikidata":"https://www.wikidata.org/wiki/Q830842","display_name":"BETA (programming language)","level":2,"score":0.43638208508491516},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4128718078136444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4085666537284851},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36467546224594116},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34036314487457275},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3222297430038452},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2838936448097229},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.149574875831604},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001618","descriptor_name":"beta-Lactamases","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001618","descriptor_name":"beta-Lactamases","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D001618","descriptor_name":"beta-Lactamases","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2021/8974265","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8974265","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/8974265.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:34956358","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34956358","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8709780","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8709780","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:3441afbbb3904760aeb3c3690dcf1d4c","is_oa":true,"landing_page_url":"https://doaj.org/article/3441afbbb3904760aeb3c3690dcf1d4c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/8974265","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8974265","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/8974265.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7799999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320327848","display_name":"Gyeonggi-do Regional Research Center","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200299925.pdf","grobid_xml":"https://content.openalex.org/works/W4200299925.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1485819570","https://openalex.org/W1976978745","https://openalex.org/W1979648586","https://openalex.org/W1982545168","https://openalex.org/W1984084871","https://openalex.org/W1990678622","https://openalex.org/W2000299206","https://openalex.org/W2001415793","https://openalex.org/W2012273317","https://openalex.org/W2026463883","https://openalex.org/W2038128936","https://openalex.org/W2077256199","https://openalex.org/W2086831875","https://openalex.org/W2110638728","https://openalex.org/W2130942839","https://openalex.org/W2157009395","https://openalex.org/W2170747616","https://openalex.org/W2222085629","https://openalex.org/W2472548405","https://openalex.org/W2484730671","https://openalex.org/W2555891876","https://openalex.org/W2590623784","https://openalex.org/W2766376787","https://openalex.org/W2776226394","https://openalex.org/W2888551041","https://openalex.org/W2896636431","https://openalex.org/W2900868822","https://openalex.org/W2969134071","https://openalex.org/W2975317758","https://openalex.org/W2991059578","https://openalex.org/W3041129396","https://openalex.org/W3085537135","https://openalex.org/W3097713037","https://openalex.org/W3111718248","https://openalex.org/W3115288738","https://openalex.org/W6679436768"],"related_works":["https://openalex.org/W2606891670","https://openalex.org/W2898732673","https://openalex.org/W2321604366","https://openalex.org/W2093316998","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W2016978648","https://openalex.org/W2055361825","https://openalex.org/W2075647647"],"abstract_inverted_index":{"Beta\u2010lactamase":[0],"(":[1],"\u03b2":[2,11,17,46,49,82,88,218],"\u2010lactamase)":[3],"produced":[4],"by":[5,143,169],"different":[6],"bacteria":[7],"confers":[8],"resistance":[9,40],"against":[10,41],"\u2010lactam\u2010containing":[12],"drugs.":[13],"The":[14,91,160,184],"gene":[15],"encoding":[16],"\u2010lactamase":[18,89],"is":[19,141],"plasmid\u2010borne":[20],"and":[21,72,122,127,149,181,195,202],"can":[22],"easily":[23],"be":[24],"transferred":[25],"from":[26,108,223],"one":[27],"bacterium":[28],"to":[29,112],"another":[30],"during":[31],"conjugation.":[32],"By":[33],"such":[34],"transformations,":[35],"the":[36,42,45,85,95,109,137,145,157,163,188,206,214,224],"recipient":[37],"also":[38],"acquires":[39],"drugs":[43],"of":[44,59,87,120,173,187],"\u2010lactam":[47],"family.":[48],"\u2010Lactam":[50],"antibiotics":[51],"play":[52],"a":[53,77,114],"vital":[54],"significance":[55],"in":[56,153],"clinical":[57],"treatment":[58],"disastrous":[60],"diseases":[61],"like":[62],"soft":[63],"tissue":[64],"infections,":[65,68,71],"gonorrhoea,":[66],"skin":[67],"urinary":[69],"tract":[70],"bronchitis.":[73],"Herein,":[74],"we":[75],"report":[76],"prediction":[78],"classifier":[79],"named":[80],"as":[81,101],"Lact\u2010Pred":[83],"for":[84,155,162,190,205],"identification":[86],"proteins.":[90],"computational":[92,165],"model":[93,166],"uses":[94],"primary":[96,110],"amino":[97],"acid":[98],"sequence":[99,150],"structure":[100,111],"its":[102],"input.":[103],"Various":[104],"metrics":[105],"are":[106,125],"derived":[107],"form":[113],"feature":[115,130],"vector.":[116],"Experimentally":[117],"determined":[118],"data":[119],"positive":[121],"negative":[123],"beta\u2010lactamases":[124],"collected":[126],"transformed":[128],"into":[129],"vectors.":[131],"An":[132],"operating":[133],"algorithm":[134],"based":[135],"on":[136],"artificial":[138],"neural":[139,158],"network":[140],"used":[142],"integrating":[144],"position":[146],"relative":[147],"features":[148],"statistical":[151],"moments":[152],"PseAAC":[154],"training":[156],"networks.":[159],"results":[161,211,222],"proposed":[164,207,215],"were":[167],"validated":[168],"employing":[170],"numerous":[171],"types":[172],"approach,":[174],"i.e.,":[175],"self\u2010consistency":[176],"testing,":[177,179,193],"jackknife":[178,192],"cross\u2010validation,":[180,194],"independent":[182,196],"testing.":[183],"overall":[185],"accuracy":[186],"predictor":[189,216],"self\u2010consistency,":[191],"testing":[197],"presents":[198],"99.76%,":[199],"96.07%,":[200],"94.20%,":[201],"91.65%,":[203],"respectively,":[204],"model.":[208],"Stupendous":[209],"experimental":[210],"demonstrated":[212],"that":[213],"\u201c":[217],"Lact\u2010Pred\u201d":[219],"has":[220],"surpassed":[221],"existing":[225],"methods.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}