{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":263,"total_is_capped":false,"direct_labels_cover":2,"predictions_cover":263,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"7813de0973e0","filters":{"venue":"The Lancet Psychiatry"}},"results":[{"id":"W3015197879","doi":"10.1016/s2215-0366(20)30168-1","title":"Multidisciplinary research priorities for the COVID-19 pandemic: a call for action for mental health science","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":6054,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Medical Research Foundation; John Fell Fund, University of Oxford; Medical Research Council; NIHR Maudsley Biomedical Research Centre; Economic and Social Research Council; University of Cambridge; National Institute for Health Research Southampton Biomedical Research Centre; Uppsala Universitet; Huo Family Foundation; Vetenskapsrådet; University of Glasgow; Chief Scientist Office; King's College London; Scottish Government; Lupina Foundation; Leverhulme Trust; National Institute for Health and Care Research; Department for Business, Energy and Industrial Strategy, UK Government; NHS Health Scotland; Academy of Medical Sciences; MQ: Transforming Mental Health; British Academy; Oak Foundation; National Science Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Call to action; Multidisciplinary approach; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Action (physics); Coronavirus Infections; Betacoronavirus; MEDLINE; Psychology; Medicine; Data science; Psychiatry; Virology; Computer science; Political science; Sociology; Business; Social science; Disease; Infectious disease (medical specialty); Pathology","authors":[{"name":"Emily A. Holmes","is_ca":false},{"name":"Rory C. O’Connor","is_ca":false},{"name":"V. Hugh Perry","is_ca":false},{"name":"Irene Tracey","is_ca":false},{"name":"Simon Wessely","is_ca":false},{"name":"Louise Arseneault","is_ca":false},{"name":"Clive Ballard","is_ca":false},{"name":"Helen Christensen","is_ca":false},{"name":"Roxane Cohen Silver","is_ca":false},{"name":"Ian Everall","is_ca":false},{"name":"Tamsin Ford","is_ca":false},{"name":"Ann John","is_ca":false},{"name":"Thomas Kabir","is_ca":false},{"name":"Kate King","is_ca":false},{"name":"Ira Madan","is_ca":false},{"name":"Susan Michie","is_ca":false},{"name":"Andrew K Przybylski","is_ca":false},{"name":"Roz Shafran","is_ca":false},{"name":"Angela Sweeney","is_ca":false},{"name":"Carol M. Worthman","is_ca":false},{"name":"Lucy Yardley","is_ca":false},{"name":"Katherine Cowan","is_ca":false},{"name":"Claire Cope","is_ca":false},{"name":"Matthew Hotopf","is_ca":false},{"name":"Edward T. Bullmore","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6601174814879861,"gpt":0.6481493273325405,"spread":0.01196815415544561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01117329,0.001397737,0.00462491,0.003066783,0.00168721,0.005347249,0.002983463,0.01368333,0.02629579],"category_scores_gemma":[0.0184694,0.000652002,0.003503236,0.002956393,0.004181144,0.009315178,0.006734822,0.01787979,0.005446577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00766733,"about_ca_system_score_gemma":0.04009022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01507179,"about_ca_topic_score_gemma":0.03001903,"domain_scores_codex":[0.9964449,0.001268132,0.0002960217,0.0002338094,0.001063849,0.0006932791],"domain_scores_gemma":[0.9783975,0.01216379,0.001461254,0.0003438894,0.003736533,0.003896986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002363445,0.0001351615,0.0003397883,0.02373318,0.0004740055,0.000199314,0.0002284594,0.0003631181,0.0003261986,0.03744639,0.5622585,0.3742596],"study_design_scores_gemma":[0.0001771289,0.00010603,0.001336165,0.03939552,0.0002905575,0.0002193463,0.0008575731,0.0001504391,0.00005901508,0.03026811,0.927061,0.00007907354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007512989,0.8651095,0.0002030164,0.1222535,0.0106888,0.00001370027,0.0001206149,0.00003331339,0.001502376],"genre_scores_gemma":[0.002047946,0.9014035,0.001164082,0.08539183,0.008524205,0.00007072261,0.0002419339,0.00002452537,0.001131281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02629579,"threshold_uncertainty_score":0.08796817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3025282583","doi":"10.1016/s2215-0366(20)30203-0","title":"Psychiatric and neuropsychiatric presentations associated with severe coronavirus infections: a systematic review and meta-analysis with comparison to the COVID-19 pandemic","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":2508,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"King's College London; UCLH Biomedical Research Centre; Medical Research Council; National Institute for Health and Care Research; University College London; Wellcome Trust","keywords":"Meta-analysis; PsycINFO; Medicine; Pandemic; MEDLINE; Coronavirus; Middle East respiratory syndrome coronavirus; Psychiatry; Systematic review; Mental health; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Infectious disease (medical specialty)","authors":[{"name":"Jonathan Rogers","is_ca":false},{"name":"Edward Chesney","is_ca":false},{"name":"Dominic Oliver","is_ca":false},{"name":"Thomas Pollak","is_ca":false},{"name":"Philip McGuire","is_ca":false},{"name":"Paolo Fusar‐Poli","is_ca":false},{"name":"Michael S. Zandi","is_ca":false},{"name":"Glyn Lewis","is_ca":false},{"name":"Anthony S. David","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1237900079963788,"gpt":0.4154258153613225,"spread":0.2916358073649437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009571958,0.002047457,0.01499915,0.007821915,0.0007983738,0.003273539,0.001778206,0.001875263,0.003364868],"category_scores_gemma":[0.03010074,0.001191135,0.02858151,0.008786527,0.0007242382,0.001780799,0.001813792,0.001439005,0.0002237235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002452644,"about_ca_system_score_gemma":0.004302122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008645297,"about_ca_topic_score_gemma":0.02101647,"domain_scores_codex":[0.9906344,0.003404659,0.003608387,0.001062206,0.0009068911,0.000383386],"domain_scores_gemma":[0.9763926,0.01664832,0.004271564,0.0006185248,0.001750622,0.0003183905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00128198,0.00002903911,0.01116824,0.5861662,0.3900512,0.0002027469,0.0001951228,0.0003165145,0.0002125175,0.0001174163,0.0005751502,0.009683933],"study_design_scores_gemma":[0.0004374137,0.0002191226,0.01292666,0.07936788,0.9041155,0.0002197387,0.0001711594,0.0001642697,0.0001054729,0.0001967104,0.002035568,0.00004054022],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008205089,0.9899577,0.0002665902,0.0001909238,0.0001029491,0.0002325958,0.0008258845,0.00001157323,0.0002065857],"genre_scores_gemma":[0.2335386,0.7610174,0.001408393,0.0009533718,0.0002565956,0.001255811,0.001321566,0.00002547385,0.0002227099],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01499915,"threshold_uncertainty_score":0.05062193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936336589","doi":"10.1016/s2215-0366(19)30289-5","title":"Prevalence of co-occurring mental health diagnoses in the autism population: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":1739,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Hospital for Sick Children; Centre for Addiction and Mental Health","funders":"Centre for Addiction and Mental Health Foundation","keywords":"Meta-analysis; Autism; Mental health; Medical diagnosis; Psychiatry; MEDLINE; Population; Medicine; Systematic review; Psychology; Environmental health; Pathology; Biology","authors":[{"name":"Meng‐Chuan Lai","is_ca":true},{"name":"Caroline Kassee","is_ca":true},{"name":"Richard Besney","is_ca":true},{"name":"Sarah Bonato","is_ca":true},{"name":"Laura Hull","is_ca":false},{"name":"William Mandy","is_ca":false},{"name":"Péter Szatmári","is_ca":true},{"name":"Stephanie H. Ameis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1886332920399208,"gpt":0.447076817547549,"spread":0.2584435255076282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007314104,0.002416674,0.01463543,0.006600978,0.0005431157,0.002803564,0.001972047,0.002218755,0.002726521],"category_scores_gemma":[0.02364308,0.001493769,0.03281618,0.006783481,0.0007190388,0.001775529,0.002211679,0.001777577,0.0002842297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00186387,"about_ca_system_score_gemma":0.002644537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008686782,"about_ca_topic_score_gemma":0.02150448,"domain_scores_codex":[0.9939163,0.001926177,0.002169343,0.001021023,0.0007032687,0.0002638444],"domain_scores_gemma":[0.9874845,0.009136039,0.002061788,0.0004307099,0.0007204444,0.0001664148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001286986,0.00002739461,0.01192935,0.286817,0.686062,0.0001642197,0.00009129742,0.00030776,0.0002328376,0.00009846098,0.0006135516,0.01236911],"study_design_scores_gemma":[0.0002979523,0.0001023529,0.01032945,0.01609733,0.9715291,0.0001864821,0.00007397038,0.0001022552,0.00006850968,0.0001242216,0.001057414,0.00003099427],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005986885,0.9929247,0.0002720202,0.00009011783,0.0001001636,0.0000756069,0.0004375836,0.00001506518,0.00009777833],"genre_scores_gemma":[0.1772715,0.8188797,0.001559142,0.00066694,0.0002041548,0.000347353,0.0008201378,0.00002479876,0.0002263819],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01463543,"threshold_uncertainty_score":0.03868115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2958971346","doi":"10.1016/s2215-0366(19)30132-4","title":"The Lancet Psychiatry Commission: a blueprint for protecting physical health in people with mental illness","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1502,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; National Institutes of Health; Economic and Social Research Council; National Institute of Mental Health; Medical Research Council; National Institute for Health and Care Research","keywords":"Blueprint; Mental illness; Psychiatry; Commission; Physical illness; Mental health; Physical health; Medicine; Psychology; Political science; Engineering; Law","authors":[{"name":"Joseph Firth","is_ca":false},{"name":"Najma Siddiqi","is_ca":false},{"name":"Ai Koyanagi","is_ca":false},{"name":"Dan Siskind","is_ca":false},{"name":"Simon Rosenbaum","is_ca":false},{"name":"Cherrie Galletly","is_ca":false},{"name":"Stephanie Allan","is_ca":false},{"name":"Constanza Caneo","is_ca":false},{"name":"Rebekah Carney","is_ca":false},{"name":"André F. Carvalho","is_ca":true},{"name":"Mary Lou Chatterton","is_ca":false},{"name":"Christoph U. Correll","is_ca":false},{"name":"Jackie Curtis","is_ca":false},{"name":"Fiona Gaughran","is_ca":false},{"name":"Adrian Heald","is_ca":false},{"name":"Erin Hoare","is_ca":false},{"name":"Sarah E. Jackson","is_ca":false},{"name":"Steve Kisely","is_ca":true},{"name":"Karina Lovell","is_ca":false},{"name":"Mario Maj","is_ca":false},{"name":"Patrick D. McGorry","is_ca":false},{"name":"Cathrine Mihalopoulos","is_ca":false},{"name":"Hannah Myles","is_ca":false},{"name":"Brian O’Donoghue","is_ca":false},{"name":"Toby Pillinger","is_ca":false},{"name":"Jerome Sarris","is_ca":false},{"name":"Felipe Barreto Schuch","is_ca":false},{"name":"Lee Smith","is_ca":false},{"name":"Marco Solmi","is_ca":false},{"name":"Shuichi Suetani","is_ca":false},{"name":"Jo Taylor","is_ca":false},{"name":"Scott Teasdale","is_ca":false},{"name":"Graham Thornicroft","is_ca":false},{"name":"John Torous","is_ca":false},{"name":"Tim Usherwood","is_ca":false},{"name":"Davy Vancampfort","is_ca":false},{"name":"Nicola Veronese","is_ca":false},{"name":"Philip B. Ward","is_ca":false},{"name":"Alison R. Yung","is_ca":false},{"name":"Eóin Killackey","is_ca":false},{"name":"Brendon Stubbs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09385344402922237,"gpt":0.4467632158902483,"spread":0.3529097718610259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02389333,0.002330093,0.005705677,0.004074311,0.002412498,0.006752089,0.004804029,0.02822665,0.01464153],"category_scores_gemma":[0.0383821,0.001206901,0.00298218,0.004624548,0.005649053,0.008335913,0.007216044,0.03300511,0.006035238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01130862,"about_ca_system_score_gemma":0.05370351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02536691,"about_ca_topic_score_gemma":0.03536077,"domain_scores_codex":[0.9869665,0.004423042,0.001162996,0.0006328982,0.005010085,0.001804422],"domain_scores_gemma":[0.9613574,0.01676742,0.003431818,0.00145062,0.008942898,0.00804992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008086998,0.00004653717,0.00005778029,0.00510046,0.0001631834,0.00007206354,0.0001201346,0.0001050024,0.000110629,0.02014664,0.8865668,0.08742987],"study_design_scores_gemma":[0.0001735738,0.00004981835,0.000434666,0.01063418,0.0001438019,0.00007255963,0.0001272861,0.0000424085,0.00005279887,0.01214857,0.9760802,0.00004008675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008321994,0.4902281,0.000523255,0.445491,0.05819457,0.00005626836,0.0003533351,0.000133404,0.00493671],"genre_scores_gemma":[0.004588915,0.4299227,0.003241576,0.5266759,0.02642005,0.000251362,0.000504065,0.0001511251,0.008244207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02822665,"threshold_uncertainty_score":0.1263615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2340346722","doi":"10.1016/s2215-0366(16)30024-4","title":"Scaling-up treatment of depression and anxiety: a global return on investment analysis","year":2016,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1454,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Seventh Framework Programme; Vrije Universiteit Amsterdam; World Health Organization","keywords":"Anxiety; Depression (economics); Mental health; Productivity; Investment (military); Return on investment; Global health; Medicine; Public health; Economics; Psychiatry; Economic growth; Production (economics); Macroeconomics; Political science","authors":[{"name":"Dan Chisholm","is_ca":false},{"name":"Kim Sweeny","is_ca":false},{"name":"Peter Sheehan","is_ca":false},{"name":"Bruce Rasmussen","is_ca":false},{"name":"Filip Smit","is_ca":false},{"name":"Pim Cuijpers","is_ca":false},{"name":"Shekhar Saxena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03559871961254349,"gpt":0.3666040343020586,"spread":0.3310053146895151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004990519,0.001533373,0.0007560436,0.002746202,0.0003366266,0.002925939,0.0006429229,0.0006845085,0.005071633],"category_scores_gemma":[0.01368234,0.000301651,0.002170819,0.003070025,0.0009215517,0.002858559,0.002326269,0.001491491,0.0003263764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003957158,"about_ca_system_score_gemma":0.002341889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005619317,"about_ca_topic_score_gemma":0.003817715,"domain_scores_codex":[0.9972494,0.001415628,0.00009167677,0.0001463233,0.0006134089,0.000483515],"domain_scores_gemma":[0.9955585,0.002065324,0.0007121835,0.000237333,0.001024505,0.0004021018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001059324,0.0003010488,0.1000006,0.002323795,0.002518425,0.00113365,0.0006674113,0.2866437,0.001116791,0.1677114,0.03849985,0.398024],"study_design_scores_gemma":[0.0004529954,0.003220913,0.1844396,0.005616709,0.004357306,0.002276142,0.004674961,0.3476712,0.003754583,0.2463167,0.1969182,0.0003006369],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5601239,0.04480397,0.1358809,0.06020493,0.00141894,0.001347703,0.01027426,0.0005430118,0.1854024],"genre_scores_gemma":[0.967917,0.008072827,0.01755113,0.001287565,0.0001834313,0.0002433498,0.001889216,0.00009005395,0.002765399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005619317,"threshold_uncertainty_score":0.02871126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886298463","doi":"10.1016/s2215-0366(18)30269-4","title":"Comparative efficacy and tolerability of medications for attention-deficit hyperactivity disorder in children, adolescents, and adults: a systematic review and network meta-analysis","year":2018,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":1333,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"NIHR Nottingham Biomedical Research Centre; School of Pharmacy, University College London; State University of New York Upstate Medical University; University of California, Irvine; Stony Brook University; Sykehuset Østfold; Region Sjælland; Rheinische Friedrich-Wilhelms-Universität Bonn; Yancheng Teachers University; Ben-Gurion University of the Negev; Karolinska Institutet; University of Toronto; Universitat de València; Bar-Ilan University; Albert-Ludwigs-Universität Freiburg; King's College London; Universiteit van Amsterdam; University of Sydney; University of Southampton; National Institute for Health and Care Research; Universität zu Köln; Dalhousie University; University of Texas Health Science Center at Houston; Università degli Studi di Cagliari; University of South Carolina; Eli Lilly and Company; State University of New York; Vrije Universiteit Amsterdam; Pennsylvania State University; Cincinnati Children's Hospital Medical Center; Harvard University; Radboud Universiteit; Ohio State University; McGill University; National Institute of Mental Health; Penn State College of Medicine; Universität Basel; Brandeis University; Lehigh University; University of Washington; York University; Emory University; University of Connecticut Health Center; University of Pennsylvania","keywords":"Tolerability; Attention deficit hyperactivity disorder; Meta-analysis; Atomoxetine; Psychiatry; MEDLINE; Medicine; Psychology; Clinical psychology; Methylphenidate; Adverse effect; Internal medicine","authors":[{"name":"Samuele Cortese","is_ca":false},{"name":"Nicoletta Adamo","is_ca":false},{"name":"Cinzia Del Giovane","is_ca":false},{"name":"Christina Mohr Jensen","is_ca":false},{"name":"Adrian Hayes","is_ca":false},{"name":"Sara Carucci","is_ca":false},{"name":"Lauren Atkinson","is_ca":false},{"name":"Luca Tessari","is_ca":false},{"name":"Tobias Banaschewski","is_ca":false},{"name":"David Coghill","is_ca":false},{"name":"Chris Hollis","is_ca":false},{"name":"Emily Simonoff","is_ca":false},{"name":"Alessandro Zuddas","is_ca":false},{"name":"Corrado Barbui","is_ca":false},{"name":"Marianna Purgato","is_ca":false},{"name":"Hans‐Christoph Steinhausen","is_ca":false},{"name":"Farhad Shokraneh","is_ca":false},{"name":"Jun Xia","is_ca":false},{"name":"Andrea Cipriani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08821988748331906,"gpt":0.3934773017571663,"spread":0.3052574142738472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03119537,0.003116069,0.02292998,0.01131875,0.0007542831,0.003602453,0.002858342,0.002342685,0.003602882],"category_scores_gemma":[0.07080701,0.00156531,0.04222252,0.01013205,0.001027455,0.002473616,0.002239439,0.001845935,0.0002936591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004327806,"about_ca_system_score_gemma":0.004609032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007970504,"about_ca_topic_score_gemma":0.01685925,"domain_scores_codex":[0.9725366,0.01453746,0.007378761,0.002470951,0.002599193,0.0004770281],"domain_scores_gemma":[0.950326,0.03803859,0.007124831,0.00148397,0.002628686,0.0003979338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001334313,0.00002190889,0.002881041,0.3047355,0.6816986,0.00006775815,0.00007812597,0.000443129,0.00009630493,0.0001445867,0.0003768308,0.008121979],"study_design_scores_gemma":[0.0006521697,0.0001344295,0.002430635,0.02443557,0.9707498,0.0000694432,0.00003611465,0.0001965055,0.00007348625,0.0002169338,0.0009852391,0.00001960782],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005825163,0.9900064,0.001325156,0.0002488892,0.0001764784,0.0009936265,0.001030225,0.00004691034,0.0003471503],"genre_scores_gemma":[0.2610763,0.7210819,0.007985698,0.001149795,0.0003032843,0.005888245,0.002033606,0.00006462441,0.0004165406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03119537,"threshold_uncertainty_score":0.1649789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992523564","doi":"10.1016/s2215-0366(19)30434-1","title":"Resilience and mental health: how multisystemic processes contribute to positive outcomes","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Resilience and Mental Health","field":"Psychology","cited_by":946,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Resilience (materials science); Psychology; MEDLINE; Psychological resilience; Psychiatry; Medicine; Clinical psychology; Psychotherapist; Biology","authors":[{"name":"Michael Ungar","is_ca":true},{"name":"Linda Theron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05896653254010188,"gpt":0.4418577968004376,"spread":0.3828912642603358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002011425,0.001284511,0.003096283,0.00226353,0.0004375277,0.002165472,0.001182296,0.002861802,0.005819915],"category_scores_gemma":[0.003788491,0.0003574528,0.0008619049,0.002759713,0.001425814,0.002057864,0.00229627,0.003437191,0.001064076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459973,"about_ca_system_score_gemma":0.003609017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003698965,"about_ca_topic_score_gemma":0.009370897,"domain_scores_codex":[0.999454,0.0001807854,0.00006044617,0.00009920751,0.0001506161,0.00005504379],"domain_scores_gemma":[0.9975607,0.001895066,0.0001791454,0.00004390591,0.0002040959,0.0001171043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001525531,0.00006485332,0.0004292706,0.04878542,0.0006344354,0.0001042871,0.0002035745,0.0002647501,0.0002562957,0.009134205,0.03299689,0.9069734],"study_design_scores_gemma":[0.0001446657,0.0001704429,0.006737998,0.09899797,0.001527125,0.0008572198,0.0007249251,0.0002185406,0.0001847148,0.02175992,0.8685811,0.00009554427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003315796,0.9989194,0.00002948893,0.0006734633,0.0001729027,0.000001422241,0.00000663526,0.000001741588,0.0001618116],"genre_scores_gemma":[0.0007482995,0.9982673,0.00007393114,0.0004958511,0.0002884323,0.000005662675,0.000009919604,9.973012e-7,0.0001095415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005819915,"threshold_uncertainty_score":0.01946956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3141367304","doi":"10.1016/s2215-0366(21)00091-2","title":"Suicide trends in the early months of the COVID-19 pandemic: an interrupted time-series analysis of preliminary data from 21 countries","year":2021,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":745,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"National Health and Medical Research Council; Patient Safety Translational Research Centre; NIHR Greater Manchester Patient Safety Translational Research Centre; Vlaamse regering; Medizinische Universität Wien; Elizabeth Blackwell Institute for Health Research, University of Bristol; University of Toronto; Fonds Wetenschappelijk Onderzoek; National Natural Science Foundation of China; Medical Research Council; Mental Health Commission; Swansea University; University of Manchester; Health Research Board; Royal Perth Hospital Medical Research Foundation; National Institute for Health and Care Research; Australian Research Council; U.S. Department of Justice; Vienna Science and Technology Fund; Australian Government; Erasmus+; MQ: Transforming Mental Health; NHS Health Scotland; World Health Organization; Wellcome Trust; Scottish Government; Queensland Health; University of Bristol; International Association for Suicide Prevention; University Hospitals Bristol NHS Foundation Trust; National Coronial Information System; American Foundation for Suicide Prevention; European Commission; Health and Care Research Wales; Universität Wien","keywords":"Pandemic; Government (linguistics); Public health; Coronavirus disease 2019 (COVID-19); Mental health; Suicide prevention; Poison control; Demography; Geography; Medicine; Medical emergency; Psychiatry; Sociology","authors":[{"name":"Jane Pirkis","is_ca":false},{"name":"Ann John","is_ca":false},{"name":"Sangsoo Shin","is_ca":false},{"name":"Marcos DelPozo‐Baños","is_ca":false},{"name":"Vikas Arya","is_ca":false},{"name":"Pablo Analuisa-Aguilar","is_ca":false},{"name":"Louis Appleby","is_ca":false},{"name":"Ella Arensman","is_ca":false},{"name":"Jason Bantjes","is_ca":false},{"name":"Anna Baran","is_ca":false},{"name":"José Manoel Bertolote","is_ca":false},{"name":"Guilherme Borges","is_ca":false},{"name":"Petrana Brečić","is_ca":false},{"name":"Eric D. Caine","is_ca":false},{"name":"Giulio Castelpietra","is_ca":false},{"name":"Shu‐Sen Chang","is_ca":false},{"name":"David Colchester","is_ca":false},{"name":"David Crompton","is_ca":false},{"name":"Marko Ćurković","is_ca":false},{"name":"E Deisenhammer","is_ca":false},{"name":"Chengan Du","is_ca":false},{"name":"Jeremy Dwyer","is_ca":false},{"name":"Annette Erlangsen","is_ca":false},{"name":"Jeremy Samuel Faust","is_ca":false},{"name":"Sarah Fortune","is_ca":false},{"name":"Andrew Garrett","is_ca":false},{"name":"Devin George","is_ca":false},{"name":"Rebekka Gerstner","is_ca":false},{"name":"Renske Gilissen","is_ca":false},{"name":"Madelyn S. Gould","is_ca":false},{"name":"Keith Hawton","is_ca":false},{"name":"Joseph Kanter","is_ca":false},{"name":"Navneet Kapur","is_ca":false},{"name":"Murad Moosa Khan","is_ca":false},{"name":"Olivia J Kirtley","is_ca":false},{"name":"Duleeka Knipe","is_ca":false},{"name":"Kairi Kõlves","is_ca":false},{"name":"Stuart Leske","is_ca":false},{"name":"Kedar Marahatta","is_ca":false},{"name":"Ellenor Mittendorfer‐Rutz","is_ca":false},{"name":"Н. Г. Незнанов","is_ca":false},{"name":"Thomas Niederkrotenthaler","is_ca":false},{"name":"Emma Nielsen","is_ca":false},{"name":"Merete Nordentoft","is_ca":false},{"name":"Herwig Oberlerchner","is_ca":false},{"name":"Rory C. O’Connor","is_ca":false},{"name":"Melissa Pearson","is_ca":false},{"name":"Michael R. Phillips","is_ca":false},{"name":"Steve Platt","is_ca":false},{"name":"Paul L. Plener","is_ca":false},{"name":"Georg Psota","is_ca":false},{"name":"Ping Qin","is_ca":false},{"name":"Daniel Radeloff","is_ca":false},{"name":"Christa Rados","is_ca":false},{"name":"Andreas Reif","is_ca":false},{"name":"Christine Reif-Leonhard","is_ca":false},{"name":"Vsevolod Rozanov","is_ca":false},{"name":"Christiane Schlang","is_ca":false},{"name":"Barbara Schneider","is_ca":false},{"name":"Н. В. Семенова","is_ca":false},{"name":"Mark Sinyor","is_ca":true},{"name":"Ellen Townsend","is_ca":false},{"name":"Michiko Ueda","is_ca":false},{"name":"Lakshmi Vijayakumar","is_ca":false},{"name":"Roger T. Webb","is_ca":false},{"name":"Manjula Weerasinghe","is_ca":false},{"name":"Gil Zalsman","is_ca":false},{"name":"David Gunnell","is_ca":false},{"name":"Matthew J. Spittal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1500705156020163,"gpt":0.4398340160300833,"spread":0.289763500428067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195151,0.0004097281,0.0006237538,0.001506674,0.0003324496,0.001187423,0.0006444523,0.0008838026,0.001214747],"category_scores_gemma":[0.005772308,0.0003759945,0.001209385,0.004145502,0.0004504145,0.0008647927,0.001248381,0.001160391,0.0003902724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008478048,"about_ca_system_score_gemma":0.0006956321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03951398,"about_ca_topic_score_gemma":0.03603769,"domain_scores_codex":[0.9988368,0.0004375251,0.0001654985,0.0001980581,0.0001008621,0.000261241],"domain_scores_gemma":[0.9955781,0.0008936264,0.001974295,0.0004280157,0.0006236382,0.0005024113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004901906,0.00004480374,0.9948776,0.00005923356,0.0005009896,0.0001489146,0.0005978845,0.0006009304,0.0001238118,0.00009853068,0.0006017651,0.001855429],"study_design_scores_gemma":[0.000007671531,0.00009874102,0.998044,0.00002452127,0.00006992444,0.00007652194,0.0008257555,0.0004101188,0.00002905299,0.00002105455,0.0003834433,0.000009193459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951022,0.0004445105,0.0001328573,0.0001405636,0.00001577299,0.00001069243,0.003941761,0.000005060137,0.0002065194],"genre_scores_gemma":[0.9933442,0.0003440103,0.0001205162,0.00004462232,0.00001688518,0.00001873461,0.005952461,0.000005830861,0.0001527591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03951398,"threshold_uncertainty_score":0.07856798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128937542","doi":"10.1016/s2215-0366(15)00277-1","title":"Identifying the lost generation of adults with autism spectrum conditions","year":2015,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":727,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; SickKids Foundation; Hospital for Sick Children","funders":"Wellcome Trust","keywords":"Autism; Anxiety; Medical diagnosis; Psychiatry; Psychology; Autism spectrum disorder; Referral; Set (abstract data type); Clinical psychology; Depression (economics); Medicine; Family medicine","authors":[{"name":"Meng‐Chuan Lai","is_ca":true},{"name":"Simon Baron‐Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1547375888170735,"gpt":0.3916731071264561,"spread":0.2369355183093826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272191,0.001066729,0.001896486,0.002250818,0.0002356008,0.001065426,0.001373021,0.002110477,0.003020284],"category_scores_gemma":[0.00459478,0.0002806813,0.001091775,0.001294677,0.0005498603,0.001493699,0.001176753,0.001357236,0.000966038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007928499,"about_ca_system_score_gemma":0.002247901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006346239,"about_ca_topic_score_gemma":0.01167355,"domain_scores_codex":[0.9995527,0.0001001852,0.0000808295,0.00009319725,0.0001280282,0.00004521002],"domain_scores_gemma":[0.9986005,0.0009100488,0.0001948155,0.00002103056,0.0002132911,0.00006023844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007610396,0.00001883436,0.001337392,0.02128081,0.0002846461,0.0002969019,0.00007396415,0.0001129527,0.0001823814,0.001696737,0.02816368,0.9464756],"study_design_scores_gemma":[0.00009105039,0.0001521376,0.01558256,0.05963252,0.001993706,0.005555924,0.0006552031,0.0001645992,0.0004152856,0.006375299,0.9092936,0.00008802934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007812418,0.9990351,0.00003354662,0.0004233154,0.0001762395,0.000002045218,0.00002795205,0.000002074224,0.0002216424],"genre_scores_gemma":[0.0007884061,0.998385,0.00008993851,0.0003766293,0.0001935456,0.000004393345,0.00003940745,8.435809e-7,0.0001217964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006346239,"threshold_uncertainty_score":0.0126186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803929909","doi":"10.1016/s2215-0366(18)30057-9","title":"Preventive strategies for mental health","year":2018,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":706,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Seventh Framework Programme; Instituto de Salud Carlos III; European Regional Development Fund; Horizon 2020 Framework Programme; FP7 Health; Innovative Medicines Initiative; Centro de Investigación Biomédica en Red de Salud Mental; Fundación Alicia Koplowitz; European Commission; Ministerio de Economía y Competitividad","keywords":"Psychological intervention; Mental health; Vulnerability (computing); Promotion (chess); Psychological resilience; Medicine; Psychiatry; Health promotion; Mental illness; Psychology; Public health; Nursing; Psychotherapist; Computer science","authors":[{"name":"Celso Arango","is_ca":false},{"name":"Covadonga M. Díaz‐Caneja","is_ca":false},{"name":"Patrick D. McGorry","is_ca":false},{"name":"Judith L. Rapoport","is_ca":false},{"name":"Iris E. Sommer","is_ca":false},{"name":"Jacob Vorstman","is_ca":true},{"name":"David McDaid","is_ca":false},{"name":"Óscar Marín","is_ca":false},{"name":"Elena Serrano-Drozdowskyj","is_ca":false},{"name":"Robert Freedman","is_ca":false},{"name":"William T. Carpenter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07993148429519877,"gpt":0.4054817559945169,"spread":0.3255502716993181,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001900975,0.001424907,0.002274469,0.002914938,0.0004307242,0.001579703,0.001108584,0.002416753,0.01107404],"category_scores_gemma":[0.005989362,0.0004775804,0.001356996,0.001600982,0.0007710044,0.001613163,0.00188482,0.003672753,0.00135714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542364,"about_ca_system_score_gemma":0.005384634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005959139,"about_ca_topic_score_gemma":0.01420352,"domain_scores_codex":[0.9994075,0.0001863703,0.00009387668,0.00009189777,0.0001480746,0.00007224637],"domain_scores_gemma":[0.9978509,0.001511473,0.0002328051,0.0000532317,0.0002239066,0.0001278173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007579752,0.0001196627,0.0005017478,0.06118956,0.0007100877,0.000119848,0.0001644056,0.0001727721,0.0001345199,0.005095437,0.03684143,0.8948748],"study_design_scores_gemma":[0.0002964429,0.000191306,0.006718556,0.1905875,0.004286504,0.0008914142,0.0005747387,0.0001547719,0.0002072865,0.01333716,0.7826954,0.00005891416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005590169,0.9974988,0.0000506884,0.001423441,0.0004262887,0.000006544049,0.00001970848,0.000004272282,0.0005143093],"genre_scores_gemma":[0.001343167,0.9963163,0.0001538576,0.001349835,0.0005269793,0.00001929043,0.00002324652,0.000001270138,0.0002661956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01107404,"threshold_uncertainty_score":0.03704631,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2763173694","doi":"10.1016/s2215-0366(17)30371-1","title":"Subcallosal cingulate deep brain stimulation for treatment-resistant depression: a multisite, randomised, sham-controlled trial","year":2017,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":556,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; Centre for Addiction and Mental Health; University of British Columbia","funders":"Janssen Pharmaceuticals; National Institute on Drug Abuse; Brain and Behavior Research Foundation; Medtronic; Defense Advanced Research Projects Agency; H. Lundbeck A/S; NeuroPace; Canadian Institutes of Health Research; Jazz Pharmaceuticals; Stanley Foundation; Boston Scientific Corporation; Allergan; Biotronik; National Institute of Neurological Disorders and Stroke; Takeda Pharmaceutical Company; Hope for Depression Research Foundation; National Institutes of Health; A. Alfred Taubman Medical Research Institute; Pfizer; Baxter International; GlaxoSmithKline; National Institute of Mental Health; American Epilepsy Society; St. Jude Medical; Rare Disease Foundation; National Institute on Aging; Abbott Laboratories; GE Global Research; National Science Foundation","keywords":"Depression (economics); Deep brain stimulation; Medicine; Treatment-resistant depression; Adverse effect; Randomized controlled trial; White matter; Clinical trial; Clinical endpoint; Major depressive disorder; Internal medicine; Magnetic resonance imaging","authors":[{"name":"Paul E. Holtzheimer","is_ca":false},{"name":"Mustafa M. Husain","is_ca":false},{"name":"Sarah H. Lisanby","is_ca":false},{"name":"Stephan F. Taylor","is_ca":false},{"name":"Louis A. Whitworth","is_ca":false},{"name":"Shawn M. McClintock","is_ca":false},{"name":"Konstantin V. Slavin","is_ca":false},{"name":"Joshua A. Berman","is_ca":false},{"name":"Guy M. McKhann","is_ca":false},{"name":"Parag G. Patil","is_ca":false},{"name":"Barry R. Rittberg","is_ca":false},{"name":"Aviva Abosch","is_ca":false},{"name":"Ananda K. Pandurangi","is_ca":false},{"name":"Kathryn L. Holloway","is_ca":false},{"name":"Raymond W. Lam","is_ca":true},{"name":"Christopher R. Honey","is_ca":true},{"name":"Joseph S. Neimat","is_ca":false},{"name":"Jaimie M. Henderson","is_ca":false},{"name":"Charles DeBattista","is_ca":false},{"name":"Anthony J. Rothschild","is_ca":false},{"name":"Julie G. Pilitsis","is_ca":false},{"name":"Randall Espinoza","is_ca":false},{"name":"Georgios Petrides","is_ca":false},{"name":"Alon Y. Mogilner","is_ca":false},{"name":"K. Matthews","is_ca":false},{"name":"DeLea Peichel","is_ca":false},{"name":"Robert E. Gross","is_ca":false},{"name":"Clement Hamani","is_ca":true},{"name":"Andrés M. Lozano","is_ca":true},{"name":"Helen S. Mayberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03415864956645984,"gpt":0.3378132582723619,"spread":0.303654608705902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683451,0.002033051,0.004223981,0.0004210715,0.0005454781,0.001071673,0.001004345,0.002110825,0.005727808],"category_scores_gemma":[0.002182781,0.0006782393,0.002601034,0.0005183116,0.001472574,0.001127154,0.0005102034,0.002671631,0.001024826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008988908,"about_ca_system_score_gemma":0.0009032045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024687,"about_ca_topic_score_gemma":0.005028442,"domain_scores_codex":[0.9989133,0.0005705823,0.0000911311,0.0002084632,0.00008242578,0.0001341641],"domain_scores_gemma":[0.9992847,0.0002553681,0.0001394174,0.0001010643,0.00005887564,0.0001607283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9836314,0.001865914,0.0002087306,0.001086506,0.001563319,0.00002837378,0.00005067806,0.0001425743,0.001758158,0.0001409558,0.0004577251,0.009065764],"study_design_scores_gemma":[0.9834244,0.01437994,0.0008189736,0.00006406462,0.0006632662,0.00001894285,0.00002000392,0.0001591672,0.00009844817,0.0001540951,0.000186783,0.00001185053],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714476,0.01472059,0.002083797,0.00112934,0.001630947,0.00544107,0.0009160691,0.0001804663,0.002450107],"genre_scores_gemma":[0.9813545,0.005784764,0.002455983,0.001127552,0.0006575348,0.005333883,0.0006254737,0.00002582699,0.002634404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005727808,"threshold_uncertainty_score":0.0191614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921579356","doi":"10.1016/s2215-0366(19)30030-6","title":"Predictors of future suicide attempt among adolescents with suicidal thoughts or non-suicidal self-harm: a population-based birth cohort study","year":2019,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":549,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Medical Research Council; University of Bristol; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Wellcome Trust; Norges Teknisk-Naturvitenskapelige Universitet; American Foundation for Suicide Prevention","keywords":"Suicidal ideation; Suicide attempt; Psychiatry; Poison control; Cannabis; Suicide prevention; Population; Psychology; Medicine; Injury prevention; Cohort; Clinical psychology; Internal medicine; Medical emergency; Environmental health","authors":[{"name":"Becky Mars","is_ca":false},{"name":"Jon Heron","is_ca":false},{"name":"E. David Klonsky","is_ca":true},{"name":"Paul Moran","is_ca":false},{"name":"Rory C. O’Connor","is_ca":false},{"name":"Kate Tilling","is_ca":false},{"name":"Paul Wilkinson","is_ca":false},{"name":"David Gunnell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01363750925427637,"gpt":0.2844411751476921,"spread":0.2708036658934157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009987031,0.0003230156,0.0003665653,0.0006643245,0.0005253582,0.0008236906,0.0004527092,0.0005269068,0.001058885],"category_scores_gemma":[0.002271564,0.0005344835,0.0006778215,0.0007447902,0.0002168684,0.0005361639,0.0006303077,0.001213243,0.0002768359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003369737,"about_ca_system_score_gemma":0.0004085953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0217846,"about_ca_topic_score_gemma":0.02285911,"domain_scores_codex":[0.9995568,0.00009909092,0.00004935138,0.0001178655,0.0001016939,0.00007515706],"domain_scores_gemma":[0.998993,0.0001099439,0.0003358776,0.0001367828,0.0001715289,0.0002529987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003480118,0.00003270063,0.9991834,0.000004532011,0.00004981274,0.00005074936,0.0001238575,0.00001156527,0.00006344003,0.000008631418,0.000079791,0.0003566648],"study_design_scores_gemma":[0.000005834571,0.0000815051,0.9992893,0.000009615747,0.00003496405,0.0001629442,0.0002349753,0.00006792189,0.00001322618,0.000009375324,0.00008732611,0.000002852582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988558,0.0001631638,0.00007174842,0.00004199309,0.000006822483,0.00001954261,0.0006595494,0.000003339437,0.0001780417],"genre_scores_gemma":[0.9986629,0.0002228096,0.0001348775,0.00002948766,0.000005970312,0.00002611565,0.0007279547,0.000002471782,0.0001874109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217846,"threshold_uncertainty_score":0.04331559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401528161","doi":"10.1016/s2215-0366(24)00163-9","title":"The Lancet Psychiatry Commission on youth mental health","year":2024,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":526,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Providence Health Care; Douglas Mental Health University Institute; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Medical Research Council; Fonds de Recherche du Québec - Santé; Margaret and Wallace McCain Centre for Child, Youth and Family Mental Health; Conselho Nacional das Fundações Estaduais de Amparo à Pesquisa; Grand Challenges Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Economic and Social Research Council; Cooperative Research Centres, Australian Government Department of Industry; National Institutes of Health; Canada Research Chairs; Wolfson Foundation; Wellcome Trust; National Health and Medical Research Council; University of Cambridge; Academy of Medical Sciences; Arts and Humanities Research Council; National Health Research Institutes; Jacobs Foundation; Mackay Regional Council; UK Research and Innovation; Health Research Board","keywords":"Commission; Psychiatry; Mental health; MEDLINE; Psychology; Medicine; Political science; Law","authors":[{"name":"Patrick D. McGorry","is_ca":false},{"name":"Cristina Mei","is_ca":false},{"name":"Naeem Dalal","is_ca":false},{"name":"Mario Álvarez‐Jiménez","is_ca":false},{"name":"Sarah‐Jayne Blakemore","is_ca":false},{"name":"Vivienne Browne","is_ca":false},{"name":"Barbara Dooley","is_ca":false},{"name":"Ian B. Hickie","is_ca":false},{"name":"Peter B. Jones","is_ca":false},{"name":"David McDaid","is_ca":false},{"name":"Cathrine Mihalopoulos","is_ca":false},{"name":"Stephen J. Wood","is_ca":false},{"name":"Fatima Azzahra El Azzouzi","is_ca":false},{"name":"Jessica Fazio","is_ca":false},{"name":"Ella Gow","is_ca":false},{"name":"Sadam Hanjabam","is_ca":false},{"name":"Alan Hayes","is_ca":false},{"name":"Amelia Morris","is_ca":false},{"name":"Elina Pang","is_ca":false},{"name":"Isabella Quagliato Nogueira","is_ca":false},{"name":"Jimmy Tan","is_ca":false},{"name":"Steven Adelsheim","is_ca":false},{"name":"Matthew R. Broome","is_ca":false},{"name":"Mary Cannon","is_ca":false},{"name":"Andrew M. Chanen","is_ca":false},{"name":"Eric Chen","is_ca":false},{"name":"Andrea Danese","is_ca":false},{"name":"Maryann Davis","is_ca":false},{"name":"Tamsin Ford","is_ca":false},{"name":"Pattie P. Gonsalves","is_ca":false},{"name":"Matthew Hamilton","is_ca":false},{"name":"Joanna Henderson","is_ca":true},{"name":"Ann John","is_ca":false},{"name":"Frances Kay‐Lambkin","is_ca":false},{"name":"Long K-D Le","is_ca":false},{"name":"Christian Kieling","is_ca":false},{"name":"Niall Mac Dhonnagáin","is_ca":false},{"name":"Ashok Malla","is_ca":true},{"name":"Dorien H. Nieman","is_ca":false},{"name":"Debra Rickwood","is_ca":false},{"name":"Shane Robinson","is_ca":false},{"name":"Jai Shah","is_ca":true},{"name":"Swaran P. Singh","is_ca":false},{"name":"Ian Soosay","is_ca":false},{"name":"Karen Tee","is_ca":true},{"name":"Jean M. Twenge","is_ca":false},{"name":"Lucia Valmaggia","is_ca":false},{"name":"Thérèse van Amelsvoort","is_ca":false},{"name":"Swapna Verma","is_ca":false},{"name":"Jon Wilson","is_ca":false},{"name":"Alison R. Yung","is_ca":false},{"name":"Srividya N. Iyer","is_ca":true},{"name":"Eóin Killackey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2489952125737813,"gpt":0.5121966103802897,"spread":0.2632013978065085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008780437,0.001828111,0.004071296,0.006084745,0.001045977,0.004516247,0.002102616,0.007793325,0.03413054],"category_scores_gemma":[0.02277347,0.0009884128,0.001940888,0.005863915,0.00203956,0.00314997,0.004412899,0.008960496,0.008874244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006342623,"about_ca_system_score_gemma":0.03179076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620177,"about_ca_topic_score_gemma":0.02946058,"domain_scores_codex":[0.9939558,0.001464063,0.0006783248,0.0003346013,0.002859958,0.0007072862],"domain_scores_gemma":[0.9848101,0.006189087,0.002889753,0.0004692325,0.003394404,0.002247371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009276046,0.00002463265,0.00007228168,0.01652987,0.00026295,0.00008806345,0.00007292165,0.00006678896,0.00009956852,0.006969064,0.7490633,0.2266578],"study_design_scores_gemma":[0.0001281766,0.00003132869,0.0003454864,0.02010302,0.0002420385,0.0000937607,0.00004898681,0.00001410462,0.00002696751,0.002349126,0.9766062,0.00001064858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005485013,0.9183061,0.0001059143,0.04787548,0.0228279,0.00005791141,0.0004206978,0.00005145533,0.01029975],"genre_scores_gemma":[0.002254848,0.9179164,0.0006671283,0.05232821,0.013859,0.0001848641,0.0004576962,0.00005043763,0.01228153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03413054,"threshold_uncertainty_score":0.1141781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2916625049","doi":"10.1016/s2215-0366(19)30031-8","title":"The epidemiology of trauma and post-traumatic stress disorder in a representative cohort of young people in England and Wales","year":2019,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":484,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Medical Research Council; Jacobs Foundation; King's College London; National Institute for Health and Care Research; Economic and Social Research Council; Nuffield Foundation; Eunice Kennedy Shriver National Institute of Child Health and Human Development; MQ: Transforming Mental Health","keywords":"Psychopathology; Epidemiology; Medicine; Psychiatry; Cohort study; Cohort; Population; Clinical psychology; Internal medicine; Environmental health","authors":[{"name":"Stephanie J. Lewis","is_ca":false},{"name":"Louise Arseneault","is_ca":false},{"name":"Avshalom Caspi","is_ca":false},{"name":"Helen L. Fisher","is_ca":false},{"name":"Timothy Matthews","is_ca":false},{"name":"Terrie E. Moffitt","is_ca":false},{"name":"Candice L. Odgers","is_ca":false},{"name":"Daniel Ståhl","is_ca":false},{"name":"Jia Ying Teng","is_ca":false},{"name":"Andrea Danese","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02084826955533665,"gpt":0.3202022921221008,"spread":0.2993540225667642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007752458,0.0001915991,0.0004214762,0.001390715,0.0006680042,0.0006682354,0.0003914778,0.0005118772,0.0006159842],"category_scores_gemma":[0.001648642,0.0004555853,0.0004161316,0.001595307,0.0005141959,0.0005144079,0.00116995,0.000422805,0.0001690512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009502776,"about_ca_system_score_gemma":0.001113745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1033451,"about_ca_topic_score_gemma":0.1053737,"domain_scores_codex":[0.99914,0.0002326792,0.0001439099,0.0001534741,0.0001797473,0.0001501498],"domain_scores_gemma":[0.9987462,0.0001261301,0.000500824,0.00009110899,0.0002600419,0.0002758297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002422341,0.00001174209,0.9978035,0.00002640307,0.00002529033,0.0002291946,0.0006450565,0.00001506051,0.000222541,0.00001393825,0.00009219041,0.0008908858],"study_design_scores_gemma":[0.00000144442,0.0000261153,0.9990533,0.00001288868,0.000005448138,0.0002696592,0.0005036696,0.00001428497,0.00001147138,0.000007700697,0.00009172435,0.00000230633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989792,0.0003417862,0.00006847161,0.00005568885,0.000006761238,0.00002280993,0.0003246061,0.000001491465,0.0001991191],"genre_scores_gemma":[0.9988075,0.000437114,0.0001078933,0.00007066345,0.000005734473,0.00004473277,0.0003160619,0.000001039232,0.0002092394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1033451,"threshold_uncertainty_score":0.2054872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2756529428","doi":"10.1016/s2215-0366(17)30333-4","title":"The WPA- Lancet Psychiatry Commission on the Future of Psychiatry","year":2017,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":405,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; Wellesley Institute; University of Toronto","funders":"Rural Development Administration; Medical Research Council; National Institute for Health and Care Research","keywords":"Commission; Commit; Psychiatry; Mental health; Face (sociological concept); Leverage (statistics); Health care; Medicine; Political science; Psychology; Sociology; Law; Social science","authors":[{"name":"Dinesh Bhugra","is_ca":false},{"name":"Allan Tasman","is_ca":false},{"name":"Soumitra Pathare","is_ca":false},{"name":"Stefan Priebe","is_ca":false},{"name":"Shubuladè Smith","is_ca":false},{"name":"John Torous","is_ca":false},{"name":"Melissa R. Arbuckle","is_ca":false},{"name":"Alex Langford","is_ca":false},{"name":"Renato D. Alarcón","is_ca":false},{"name":"Helen Fung Kum Chiu","is_ca":false},{"name":"Michael B. First","is_ca":false},{"name":"Jerald Kay","is_ca":false},{"name":"Charlene Sunkel","is_ca":false},{"name":"Anita Thapar","is_ca":false},{"name":"Pichet Udomratn","is_ca":false},{"name":"Florence Baingana","is_ca":false},{"name":"Dévora Kestel","is_ca":false},{"name":"Roger Ng","is_ca":false},{"name":"Anita Patel","is_ca":false},{"name":"Livia De Picker","is_ca":false},{"name":"Kwame McKenzie","is_ca":true},{"name":"Driss Moussaoui","is_ca":false},{"name":"Matt Muijen","is_ca":false},{"name":"Peter Βartlett","is_ca":false},{"name":"Sophie Davison","is_ca":false},{"name":"Tim Exworthy","is_ca":false},{"name":"Nasser Loza","is_ca":false},{"name":"Diana Rose","is_ca":false},{"name":"Júlio Torales","is_ca":false},{"name":"Mark Brown","is_ca":false},{"name":"Helen Christensen","is_ca":false},{"name":"Joseph Firth","is_ca":false},{"name":"Matcheri S. Keshavan","is_ca":false},{"name":"Ang Li","is_ca":false},{"name":"Jukka-Pekka Onnela","is_ca":false},{"name":"Til Wykes","is_ca":false},{"name":"Hussien Elkholy","is_ca":false},{"name":"Gurvinder Kalra","is_ca":false},{"name":"Kate Lovett","is_ca":false},{"name":"Michael J. Travis","is_ca":false},{"name":"Antonio Ventriglio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1272748566022523,"gpt":0.4522660940228367,"spread":0.3249912374205844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009283083,0.001168412,0.003121275,0.004532062,0.001148128,0.005945478,0.002629602,0.007988085,0.029947],"category_scores_gemma":[0.01899697,0.0006692015,0.001822444,0.005025594,0.002536111,0.005581042,0.004697775,0.01211348,0.00923803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005547617,"about_ca_system_score_gemma":0.02824872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007362427,"about_ca_topic_score_gemma":0.01542785,"domain_scores_codex":[0.9958644,0.001142099,0.0003660787,0.0002701878,0.001839231,0.0005179803],"domain_scores_gemma":[0.9814969,0.008591118,0.002048847,0.0005583327,0.004149612,0.003155133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008447532,0.00002842237,0.0001046808,0.01193762,0.0001664323,0.0001145328,0.0001070734,0.00009353848,0.0001709498,0.02070036,0.7197787,0.2467132],"study_design_scores_gemma":[0.00002797992,0.00001369621,0.0002925855,0.007845931,0.00007297317,0.0001070748,0.00006657703,0.0000174174,0.00002847469,0.00497163,0.9865449,0.0000107191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006769324,0.8661072,0.0002476709,0.09642141,0.02789297,0.00003776189,0.0002771161,0.00006570095,0.008882534],"genre_scores_gemma":[0.002328828,0.9138675,0.001177778,0.05474353,0.01653002,0.00009162881,0.0003974431,0.00005054185,0.01081271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.029947,"threshold_uncertainty_score":0.1001827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981598129","doi":"10.1016/s2215-0366(19)30290-1","title":"Autoimmune psychosis: an international consensus on an approach to the diagnosis and management of psychosis of suspected autoimmune origin","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Autoimmune Neurological Disorders and Treatments","field":"Medicine","cited_by":397,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"National Institute of Mental Health; National Health and Medical Research Council; Medical Research Council; Danmarks Frie Forskningsfond; National Institute for Health and Care Research; Bundesministerium für Bildung und Forschung; National Institutes of Health; H. Lundbeck A/S; Lundbeckfonden; Eesti Teadusagentuur; NIHR Oxford Biomedical Research Centre; Agence Nationale de la Recherche; Deutsche Forschungsgemeinschaft; European Commission; Beijing Municipal Science and Technology Commission","keywords":"Autoimmune encephalitis; Psychosis; Autoantibody; Medicine; Encephalitis; Limbic encephalitis; Psychiatry; Immunology; Autoimmune disease; Antibody","authors":[{"name":"Thomas Pollak","is_ca":false},{"name":"Belinda Lennox","is_ca":false},{"name":"Sabine Müller","is_ca":false},{"name":"Michael E. Benros","is_ca":false},{"name":"Harald Prüß","is_ca":false},{"name":"Ludger Tebartz van Elst","is_ca":false},{"name":"Hans Klein","is_ca":false},{"name":"Jo﻿hann Steiner","is_ca":false},{"name":"Thomas Frodl","is_ca":false},{"name":"Bernhard Bogerts","is_ca":false},{"name":"Li Tian","is_ca":false},{"name":"Laurent Groc","is_ca":false},{"name":"Alkomiet Hasan","is_ca":false},{"name":"Bernhard T. Baune","is_ca":false},{"name":"Dominique Endres","is_ca":false},{"name":"Ebrahim Haroon","is_ca":false},{"name":"Robert H. Yolken","is_ca":false},{"name":"Francesco Benedetti","is_ca":false},{"name":"Angelos Halaris","is_ca":false},{"name":"Jeffrey H. Meyer","is_ca":true},{"name":"Hans H. Stassen","is_ca":false},{"name":"Marion Leboyer","is_ca":false},{"name":"Dietmar Fuchs","is_ca":false},{"name":"Markus Otto","is_ca":false},{"name":"David A. Brown","is_ca":false},{"name":"Angela Vincent","is_ca":false},{"name":"Souhel Najjar","is_ca":false},{"name":"Karl Bechter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09478642655203304,"gpt":0.3741454531040964,"spread":0.2793590265520633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007578041,0.001509357,0.004642908,0.005095441,0.0008389761,0.003038654,0.003248497,0.004664352,0.002395517],"category_scores_gemma":[0.007836739,0.0005248827,0.001790324,0.003798809,0.002188376,0.00281245,0.00289539,0.0077639,0.001168545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003268476,"about_ca_system_score_gemma":0.008087057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00595002,"about_ca_topic_score_gemma":0.009099446,"domain_scores_codex":[0.9974506,0.0007192151,0.000664157,0.0002843432,0.0007230991,0.0001585531],"domain_scores_gemma":[0.9938648,0.003932001,0.000598219,0.0001143993,0.001216449,0.000274142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001902667,0.00006784134,0.0004030351,0.03066042,0.0003340781,0.000278743,0.0001770427,0.0004945592,0.000442131,0.01200131,0.07337186,0.8815787],"study_design_scores_gemma":[0.0001627439,0.0001587352,0.00173925,0.08071567,0.0009257949,0.001859238,0.0003755149,0.0003140683,0.0002535703,0.0107718,0.9026323,0.00009122258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003293668,0.9949928,0.000182245,0.003717021,0.0006215973,0.000007004945,0.0000160206,0.000006548877,0.0004238725],"genre_scores_gemma":[0.0007929822,0.993677,0.0006802857,0.00368518,0.0009025576,0.00002005356,0.00004715431,0.000003643839,0.0001911716],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007578041,"threshold_uncertainty_score":0.04007703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2959400609","doi":"10.1016/s2215-0366(20)30137-1","title":"Comparative efficacy and acceptability of antidepressants, psychotherapies, and their combination for acute treatment of children and adolescents with depressive disorder: a systematic review and network meta-analysis","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":351,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"National Institute for Health and Care Research Applied Research Collaboration Oxford and Thames Valley; NIHR Clinical Research Network Thames Valley and South Midlands; Faculty of Medical and Health Sciences, University of Auckland; College of Agricultural and Life Sciences; NIHR Oxford Biomedical Research Centre; Koç Üniversitesi; Janssen Canada; Angelini Pharma; Chinese Academy of Medical Sciences; Deakin University; National Natural Science Foundation of China; University of Pittsburgh; Fondazione Cariplo; University of Bristol; Department of Health and Social Care; National Institute for Health and Care Research; Royal Society; Università degli Studi di Napoli Federico II; University of Leicester; National Key Research and Development Program of China; Kaiser Permanente","keywords":"Meta-analysis; Major depressive disorder; MEDLINE; Medicine; Psychiatry; Psychology; Depressive symptoms; Clinical psychology; Internal medicine; Cognition","authors":[{"name":"Xinyu Zhou","is_ca":false},{"name":"Teng Teng","is_ca":false},{"name":"Yuqing Zhang","is_ca":false},{"name":"Cinzia Del Giovane","is_ca":false},{"name":"Toshi A. Furukawa","is_ca":false},{"name":"John R. Weisz","is_ca":false},{"name":"Xuemei Li","is_ca":false},{"name":"Pim Cuijpers","is_ca":false},{"name":"David Coghill","is_ca":false},{"name":"Yajie Xiang","is_ca":false},{"name":"Sarah Hetrick","is_ca":false},{"name":"Stefan Leucht","is_ca":false},{"name":"Mengchang Qin","is_ca":false},{"name":"Jürgen Barth","is_ca":false},{"name":"Arun Ravindran","is_ca":true},{"name":"Lining Yang","is_ca":false},{"name":"John F. Curry","is_ca":false},{"name":"Li Fan","is_ca":false},{"name":"Susan G. Silva","is_ca":false},{"name":"Andrea Cipriani","is_ca":false},{"name":"Peng Xie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05788182019452733,"gpt":0.3572134577498814,"spread":0.2993316375553541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008597373,0.001632816,0.01426812,0.002204876,0.0003794913,0.002240204,0.001607589,0.001871427,0.002487775],"category_scores_gemma":[0.02078744,0.0009920837,0.02094841,0.002598565,0.000689908,0.001292077,0.001257846,0.001989423,0.0001789505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943466,"about_ca_system_score_gemma":0.001750919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005207364,"about_ca_topic_score_gemma":0.01441255,"domain_scores_codex":[0.995043,0.002206482,0.001438705,0.0005811591,0.0005774713,0.0001531377],"domain_scores_gemma":[0.9898234,0.007599181,0.001668581,0.0002731929,0.0004867344,0.0001489094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01206641,0.00009422017,0.002870081,0.2934358,0.6629395,0.00006301072,0.0001351712,0.0003855311,0.0003614088,0.000130966,0.0004553595,0.02706254],"study_design_scores_gemma":[0.004099615,0.0006081882,0.005117687,0.01448832,0.9739221,0.00007084243,0.0000798274,0.0001659812,0.0001278241,0.0001594736,0.001132276,0.00002782271],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0155456,0.9830603,0.000337718,0.0001149633,0.0001394947,0.0002323682,0.0003283546,0.00001572787,0.000225435],"genre_scores_gemma":[0.2920348,0.7034308,0.001934602,0.0007854534,0.0002216989,0.0006203561,0.0006335659,0.00002145966,0.0003173286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01426812,"threshold_uncertainty_score":0.04546779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2518757993","doi":"10.1016/s2215-0366(16)30148-1","title":"Maternal depression and mental health in early childhood: an examination of underlying mechanisms in low-income and middle-income countries","year":2016,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":337,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Socioemotional selectivity theory; Depression (economics); Affect (linguistics); Maternal deprivation; Biopsychosocial model; Mental health; Psychiatry; Psychology; Vulnerability (computing); Medicine; Clinical psychology; Developmental psychology","authors":[{"name":"Catherine M. Herba","is_ca":true},{"name":"Vivette Glover","is_ca":false},{"name":"Paul Ramchandani","is_ca":false},{"name":"Marta B. Rondón","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0351298971624517,"gpt":0.3422297315414402,"spread":0.3070998343789885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338512,0.0006533496,0.001708116,0.002043386,0.0002479302,0.001111204,0.0008974676,0.000891125,0.001750703],"category_scores_gemma":[0.002677791,0.0003855877,0.001500264,0.003610549,0.0004880825,0.001027893,0.001057261,0.001191788,0.0001625655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085014,"about_ca_system_score_gemma":0.003283353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0188157,"about_ca_topic_score_gemma":0.04282228,"domain_scores_codex":[0.9996916,0.00008275128,0.0000657768,0.0000515231,0.00007222984,0.00003608729],"domain_scores_gemma":[0.998542,0.0009944453,0.0002614325,0.00002192414,0.0001270769,0.00005316386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002127097,0.00006573818,0.01405565,0.08382423,0.002970956,0.0002552863,0.0005104759,0.0005071213,0.0001906976,0.003171284,0.008705809,0.88553],"study_design_scores_gemma":[0.0002451834,0.0004928618,0.2242082,0.2888947,0.0143125,0.003440033,0.003668677,0.0007438745,0.000316935,0.008012834,0.4554679,0.0001963627],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005026153,0.9990065,0.00002127735,0.0002666764,0.00003613522,0.000003057548,0.0000381679,6.863685e-7,0.0001248989],"genre_scores_gemma":[0.002125897,0.9976515,0.00005399697,0.00009319943,0.0000305513,0.000003894432,0.00001978144,2.657787e-7,0.00002081275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0188157,"threshold_uncertainty_score":0.03741235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890361884","doi":"10.1016/s2215-0366(18)30293-1","title":"Trends in attention-deficit hyperactivity disorder medication use: a retrospective observational study using population-based databases","year":2018,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":312,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Cilag; Johnson and Johnson; Seventh Framework Programme; Innovative Medicines Initiative; Agency for Healthcare Research and Quality; Bristol-Myers Squibb; Shire; Pfizer; National Institute of Mental Health; Research Grants Council, University Grants Committee; National Natural Science Foundation of China; Bayer","keywords":"Observational study; Attention deficit hyperactivity disorder; Attention deficit disorder; Retrospective cohort study; Population; Attention deficit; Medicine; MEDLINE; Database; Psychiatry; Data science; Environmental health; Computer science; Internal medicine; Political science","authors":[{"name":"Sudha R. Raman","is_ca":false},{"name":"Kenneth K. C. Man","is_ca":false},{"name":"Shahram Bahmanyar","is_ca":false},{"name":"Anick Bérard","is_ca":true},{"name":"Scott Bilder","is_ca":false},{"name":"Takoua Boukhris","is_ca":true},{"name":"Greta Bushnell","is_ca":false},{"name":"Stephen Crystal","is_ca":false},{"name":"Kari Furu","is_ca":false},{"name":"Yea-Huei KaoYang","is_ca":false},{"name":"Øystein Karlstad","is_ca":false},{"name":"Helle Kieler","is_ca":false},{"name":"Kiyoshi Kubota","is_ca":false},{"name":"Edward Chia‐Cheng Lai","is_ca":false},{"name":"Jaana E. Martikainen","is_ca":false},{"name":"Géric Maura","is_ca":false},{"name":"Nicholas Moore","is_ca":false},{"name":"Dolores Montero","is_ca":false},{"name":"Hidefumi Nakamura","is_ca":false},{"name":"Anke Neumann","is_ca":false},{"name":"Virginia Pate","is_ca":false},{"name":"Anton Pottegård","is_ca":false},{"name":"Nicole Pratt","is_ca":false},{"name":"Elizabeth E. Roughead","is_ca":false},{"name":"Diego Macías Saint-Gerons","is_ca":false},{"name":"Til Stürmer‎","is_ca":false},{"name":"Chien‐Chou Su","is_ca":false},{"name":"Helga Zoëga","is_ca":false},{"name":"Miriam C J M Sturkenbroom","is_ca":false},{"name":"Esther W. Chan","is_ca":false},{"name":"David Coghill","is_ca":false},{"name":"Patrick Ip","is_ca":false},{"name":"Ian Chi Kei Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1576631842111495,"gpt":0.404049130522916,"spread":0.2463859463117665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002996642,0.00056701,0.001118691,0.00254304,0.0007599076,0.001939284,0.001198355,0.001174019,0.001121395],"category_scores_gemma":[0.008829802,0.001425278,0.002032563,0.007964828,0.0005818753,0.002316395,0.0014546,0.001364677,0.0003900591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451589,"about_ca_system_score_gemma":0.001837877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03979067,"about_ca_topic_score_gemma":0.04351428,"domain_scores_codex":[0.9953367,0.001160172,0.001100479,0.001340798,0.0006229064,0.0004389302],"domain_scores_gemma":[0.99069,0.001471722,0.004713014,0.001196247,0.001238956,0.0006900157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001034827,0.00003226724,0.9986957,0.00003628194,0.0004190989,0.00004468359,0.00008073595,0.00002638271,0.00005551563,0.00002168641,0.0002107939,0.0002733052],"study_design_scores_gemma":[0.00002676323,0.00007465536,0.9984459,0.00002921166,0.0002197933,0.0002689561,0.0003568277,0.00023359,0.00003322151,0.00002466972,0.0002757265,0.00001056299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903333,0.001197502,0.0002943512,0.0001511902,0.00002567302,0.00003625707,0.007660577,0.00001171665,0.0002895443],"genre_scores_gemma":[0.9919927,0.0006218313,0.0004343937,0.0001338385,0.00002460206,0.00006717254,0.006585673,0.00001122016,0.0001285878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03979067,"threshold_uncertainty_score":0.07911813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280556216","doi":"10.1016/s2215-0366(22)00008-6","title":"The Lancet Psychiatry Commission on intimate partner violence and mental health: advancing mental health services, research, and policy","year":2022,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":290,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Medical Research Council; South African Medical Research Council; Department of Science and Innovation, South Africa; UK Research and Innovation; National Institute for Health Research Applied Research Collaboration West; Economic and Social Research Council; World Health Organization","keywords":"Mental health; Domestic violence; Psychiatry; Commission; Military psychiatry; Mental health law; Health care; Medicine; Suicide prevention; Occupational safety and health; Poison control; Psychology; Nursing; Medical emergency; Political science","authors":[{"name":"Siân Oram","is_ca":false},{"name":"Helen L. Fisher","is_ca":false},{"name":"Helen Minnis","is_ca":false},{"name":"Soraya Seedat","is_ca":false},{"name":"Sylvia Walby","is_ca":false},{"name":"Kelsey Hegarty","is_ca":false},{"name":"Khadj Rouf","is_ca":false},{"name":"Caroline Angénieux","is_ca":false},{"name":"Felicity Callard","is_ca":false},{"name":"Prabha S. Chandra","is_ca":false},{"name":"Seena Fazel","is_ca":false},{"name":"Claudı́a Garcia‐Moreno","is_ca":false},{"name":"Marion Henderson","is_ca":false},{"name":"Emma Howarth","is_ca":false},{"name":"Harriet L. MacMillan","is_ca":true},{"name":"Laura K. Murray","is_ca":false},{"name":"Sajaratulnısah Othman","is_ca":false},{"name":"Dan Robotham","is_ca":false},{"name":"Marta B. Rondón","is_ca":false},{"name":"Angela Sweeney","is_ca":false},{"name":"Danny Taggart","is_ca":false},{"name":"Louise M. Howard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0890449749613995,"gpt":0.4708329778529037,"spread":0.3817880028915042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01374182,0.001528907,0.005646158,0.006208728,0.001255044,0.005126367,0.002404248,0.008603594,0.02145547],"category_scores_gemma":[0.03317787,0.0008994576,0.002177284,0.00872333,0.002609131,0.004075077,0.003958745,0.01028497,0.005195533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007513176,"about_ca_system_score_gemma":0.04227553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01907126,"about_ca_topic_score_gemma":0.03985061,"domain_scores_codex":[0.9927064,0.002214573,0.0007199402,0.0004212176,0.003307508,0.0006303953],"domain_scores_gemma":[0.9669266,0.01852596,0.003824886,0.0007274852,0.006966842,0.003028341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001080138,0.00003294854,0.0001434599,0.03734981,0.0004774211,0.00008503592,0.0001148851,0.0001482094,0.0001316881,0.01400437,0.6020889,0.3453152],"study_design_scores_gemma":[0.0001162489,0.00003571112,0.0007261691,0.03802284,0.0004059179,0.0001081006,0.0001027466,0.0000325328,0.00003413505,0.007289967,0.9531016,0.00002410597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002980702,0.9448944,0.000101831,0.0412299,0.01065905,0.0000267273,0.0001972125,0.00002746882,0.002833621],"genre_scores_gemma":[0.0012,0.967427,0.0005605336,0.02289705,0.005462973,0.00007100054,0.0001939462,0.0000200954,0.002167311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02145547,"threshold_uncertainty_score":0.07267457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3138843697","doi":"10.1016/s2215-0366(21)00074-2","title":"Maternal depressive and anxiety symptoms before and during the COVID-19 pandemic in Canada: a longitudinal analysis","year":2021,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":284,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; University of Calgary; Alberta Children's Hospital","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Children's Hospital Foundation; Children's Hospital Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Anxiety; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Longitudinal study; Depressive symptoms; Depression (economics); Psychiatry; Longitudinal data; Psychology; MEDLINE; Coronavirus Infections; Clinical psychology; Betacoronavirus; Medicine; Virology; Demography; Political science; Internal medicine; Sociology; Disease; Pathology","authors":[{"name":"Nicole Racine","is_ca":true},{"name":"Erin Hetherington","is_ca":true},{"name":"Brae Anne McArthur","is_ca":true},{"name":"Sheila McDonald","is_ca":true},{"name":"Sarah Edwards","is_ca":true},{"name":"Suzanne Tough","is_ca":true},{"name":"Sheri Madigan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01894830204758995,"gpt":0.2944627032582038,"spread":0.2755144012106139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001741009,0.0009075194,0.001012749,0.002089589,0.004876535,0.002999669,0.003498267,0.002775882,0.003419505],"category_scores_gemma":[0.00528681,0.001405079,0.002304789,0.009217928,0.001467668,0.001555144,0.003630953,0.004371718,0.0006181647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03782106,"about_ca_system_score_gemma":0.05110829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9936578,"about_ca_topic_score_gemma":0.9951185,"domain_scores_codex":[0.9964359,0.000298771,0.0002122061,0.0004766794,0.0005365178,0.002040016],"domain_scores_gemma":[0.9927933,0.0003477086,0.001549305,0.0004011723,0.002624984,0.002283498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001492456,0.00007778584,0.9952388,0.00003401204,0.0002164158,0.00007955252,0.001146692,0.00008247254,0.00006617249,0.0001074643,0.001296279,0.00150506],"study_design_scores_gemma":[0.00001039269,0.00003403893,0.9967698,0.00006679975,0.00006606421,0.00002935381,0.002270763,0.0001325036,0.00001736108,0.00002214844,0.0005598958,0.00002091851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846977,0.001730773,0.0001410388,0.001402134,0.00006956814,0.00009613579,0.01043658,0.00001747082,0.001408568],"genre_scores_gemma":[0.9907092,0.001209453,0.0002321853,0.0005313334,0.00002967754,0.0001093171,0.005328977,0.0000145631,0.00183535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03782106,"threshold_uncertainty_score":0.2744122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106155621","doi":"10.1016/s2215-0366(14)00091-1","title":"Parent-mediated intervention versus no intervention for infants at high risk of autism: a parallel, single-blind, randomised trial","year":2015,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":269,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"King's College London; Medical Research Council; National Institute for Health and Care Research; South London and Maudsley NHS Foundation Trust; Autism Speaks","keywords":"Autism; Intervention (counseling); Randomized controlled trial; Disengagement theory; Medicine; Parent training; Pediatrics; Clinical psychology; Psychology; Psychiatry; Internal medicine; Gerontology","authors":[{"name":"Jonathan Green","is_ca":false},{"name":"Tony Charman","is_ca":false},{"name":"Andrew Pickles","is_ca":false},{"name":"Ming Wai Wan","is_ca":false},{"name":"Mayada Elsabbagh","is_ca":true},{"name":"Vicky Slonims","is_ca":false},{"name":"Carol Taylor","is_ca":false},{"name":"Janet McNally","is_ca":false},{"name":"Rhonda Booth","is_ca":false},{"name":"Teodora Gliga","is_ca":false},{"name":"Emily J. H. Jones","is_ca":false},{"name":"Clare Harrop","is_ca":false},{"name":"Rachael Bedford","is_ca":false},{"name":"Mark H. Johnson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1030440453051301,"gpt":0.3558596401423603,"spread":0.2528155948372303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005577717,0.003755612,0.00709672,0.00137048,0.001055577,0.001915632,0.002371598,0.006040441,0.01835976],"category_scores_gemma":[0.01387791,0.0013408,0.004004015,0.001023509,0.002543083,0.00244196,0.001355962,0.004255571,0.0022813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001871127,"about_ca_system_score_gemma":0.003213811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002369262,"about_ca_topic_score_gemma":0.00257538,"domain_scores_codex":[0.9940962,0.003449045,0.000569677,0.0009978797,0.0004517304,0.0004355435],"domain_scores_gemma":[0.9958187,0.001938032,0.0009453151,0.000411924,0.000288129,0.0005980258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9790052,0.005769,0.0001007279,0.00277064,0.0009909978,0.00003004592,0.00008035224,0.0002152724,0.0004582926,0.0002168441,0.0004734028,0.009889297],"study_design_scores_gemma":[0.9842359,0.01448592,0.0001423919,0.0001193776,0.0002829544,0.000009417962,0.00001002124,0.0001760532,0.00008195335,0.0002011049,0.0002465843,0.000008284053],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7857518,0.02203503,0.01045959,0.002767548,0.008774655,0.1569573,0.003509567,0.001550642,0.008194008],"genre_scores_gemma":[0.7638665,0.007792957,0.01566423,0.002043658,0.002310388,0.1989538,0.0008144171,0.0001285773,0.008425375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01835976,"threshold_uncertainty_score":0.06141949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952203707","doi":"10.1016/s2215-0366(19)30181-6","title":"Environmental risk factors and biomarkers for autism spectrum disorder: an umbrella review of the evidence","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":268,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"King's College London; Collaboration for Leadership in Applied Health Research and Care - Greater Manchester; National Institute for Health and Care Research; Maudsley Charity; South London and Maudsley NHS Foundation Trust","keywords":"Medicine; Autism spectrum disorder; Pregnancy; Odds ratio; Relative risk; Observational study; Meta-analysis; Overweight; Obstetrics; Internal medicine; Autism; Pediatrics; Psychiatry; Body mass index; Confidence interval","authors":[{"name":"Jong Yeob Kim","is_ca":false},{"name":"Min Ji Son","is_ca":false},{"name":"Chei Yun Son","is_ca":false},{"name":"Joaquim Raduà","is_ca":false},{"name":"Michael Eisenhut","is_ca":false},{"name":"Florence Gressier","is_ca":false},{"name":"Ai Koyanagi","is_ca":true},{"name":"André F. Carvalho","is_ca":true},{"name":"Brendon Stubbs","is_ca":false},{"name":"Marco Solmi","is_ca":false},{"name":"Theodor Rais","is_ca":false},{"name":"Keum Hwa Lee","is_ca":false},{"name":"Andreas Kronbichler","is_ca":false},{"name":"Elena Dragioti","is_ca":false},{"name":"Jae Il Shin","is_ca":false},{"name":"Paolo Fusar‐Poli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1056433636506148,"gpt":0.3749677688904522,"spread":0.2693244052398375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00369122,0.001755272,0.004373041,0.004223566,0.000333485,0.001981455,0.00169726,0.002777015,0.002493125],"category_scores_gemma":[0.006578815,0.0005176022,0.001936256,0.004129646,0.001022653,0.002002569,0.001408888,0.002832848,0.0006812844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463133,"about_ca_system_score_gemma":0.002645247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003305542,"about_ca_topic_score_gemma":0.005466941,"domain_scores_codex":[0.9990878,0.0002326855,0.0001965213,0.0001830125,0.0002426481,0.00005737731],"domain_scores_gemma":[0.9950073,0.003904343,0.0004788542,0.00006510547,0.0004354671,0.0001089991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000287536,0.00007148271,0.001036542,0.09536177,0.001604041,0.0001888201,0.00009144966,0.0003938131,0.0006231756,0.005326767,0.03502933,0.8599854],"study_design_scores_gemma":[0.0001637764,0.0003029652,0.007518548,0.143524,0.005944786,0.001730395,0.0003538901,0.0003347101,0.0004384683,0.01281623,0.8267404,0.0001317649],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001718307,0.999517,0.0000218268,0.0002789544,0.00009260051,0.000001156859,0.0000114403,0.000001006582,0.00005881933],"genre_scores_gemma":[0.0002428067,0.9991488,0.00007883425,0.0003014694,0.000177497,0.000003661812,0.00001275459,4.967123e-7,0.0000335665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004373041,"threshold_uncertainty_score":0.0195213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3094213593","doi":"10.1016/s2215-0366(20)30255-8","title":"Neuroinflammation in psychiatric disorders: PET imaging and promising new targets","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":266,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mental Health Research Canada; University of Toronto","funders":"National Institute on Aging; National Institutes of Health","keywords":"Translocator protein; Neuroinflammation; Major depressive disorder; Psychosis; Schizophrenia (object-oriented programming); Neuroscience; Medicine; Psychology; Psychiatry; Neuroimaging; Inflammation; Internal medicine; Cognition","authors":[{"name":"Jeffrey H. Meyer","is_ca":true},{"name":"Simon Červenka","is_ca":false},{"name":"Min-Jeong Kim","is_ca":false},{"name":"William Charles Kreisl","is_ca":false},{"name":"Ioline D. Henter","is_ca":false},{"name":"Robert B. Innis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0345772841546273,"gpt":0.3065328981910048,"spread":0.2719556140363775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008412468,0.001180442,0.002203821,0.001574878,0.0001977425,0.001481591,0.001089708,0.00181964,0.00370196],"category_scores_gemma":[0.0008956993,0.0003056755,0.0006688065,0.001773506,0.0006599557,0.001520563,0.0007192077,0.00254355,0.001795408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008153403,"about_ca_system_score_gemma":0.001413849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001869802,"about_ca_topic_score_gemma":0.004599606,"domain_scores_codex":[0.9998374,0.00003553001,0.00001995145,0.00003010086,0.00005377589,0.00002332193],"domain_scores_gemma":[0.9994893,0.0002689571,0.00006334965,0.00001209446,0.0001174449,0.00004872282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002771158,0.00008556058,0.000227316,0.01586289,0.0002015349,0.000328894,0.00003716651,0.000524478,0.001978035,0.003090238,0.05146345,0.9259232],"study_design_scores_gemma":[0.0001623618,0.0002456216,0.00173498,0.007659655,0.0004364213,0.002186021,0.0001012942,0.0003696047,0.0006429149,0.005548797,0.9808581,0.00005421665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004196503,0.9992285,0.00005259766,0.0002713618,0.0001124974,0.000001619781,0.00001129866,0.000003172196,0.0002768887],"genre_scores_gemma":[0.0003282126,0.9989083,0.00009997239,0.0002033742,0.0002148031,0.000003693382,0.00001939721,9.150389e-7,0.0002212487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00370196,"threshold_uncertainty_score":0.0123843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159498050","doi":"10.1016/s2215-0366(21)00077-8","title":"Dismantling, optimising, and personalising internet cognitive behavioural therapy for depression: a systematic review and component network meta-analysis using individual participant data","year":2021,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":265,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Regina","funders":"National Institute of Mental Health; National Institute on Drug Abuse; Japan Society for the Promotion of Science; ZonMw; Canadian Institutes of Health Research; National Institute for Health and Care Research; Wellcome Trust; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Depression (economics); Component (thermodynamics); Meta-analysis; The Internet; Cognition; Systematic review; Computer science; Psychology; MEDLINE; Clinical psychology; Applied psychology; Data science; Medicine; Psychiatry; World Wide Web; Biology; Pathology","authors":[{"name":"Toshi A. Furukawa","is_ca":false},{"name":"Aya M Suganuma","is_ca":false},{"name":"Edoardo G. Ostinelli","is_ca":false},{"name":"Gerhard Andersson","is_ca":false},{"name":"Christopher G. Beevers","is_ca":false},{"name":"Jason Shumake","is_ca":false},{"name":"Thomas Berger","is_ca":false},{"name":"Florien Boele","is_ca":false},{"name":"Claudia Buntrock","is_ca":false},{"name":"Per Carlbring","is_ca":false},{"name":"Isabella Choi","is_ca":false},{"name":"Helen Christensen","is_ca":false},{"name":"Andrew Mackinnon","is_ca":false},{"name":"Jennifer Dahne","is_ca":false},{"name":"Marcus J. H. Huibers","is_ca":false},{"name":"David Daniel Ebert","is_ca":false},{"name":"Louise M. Farrer","is_ca":false},{"name":"Nicholas R. Forand","is_ca":false},{"name":"Daniel R. Strunk","is_ca":false},{"name":"Iony D. Ezawa","is_ca":false},{"name":"Erik Forsell","is_ca":false},{"name":"Viktor Kaldo","is_ca":false},{"name":"Anna Geraedts","is_ca":false},{"name":"Simon Gilbody","is_ca":false},{"name":"Elizabeth Littlewood","is_ca":false},{"name":"Sally Brabyn","is_ca":false},{"name":"Heather D. Hadjistavropoulos","is_ca":true},{"name":"Luke H. Schneider","is_ca":true},{"name":"Robert Johansson","is_ca":false},{"name":"Robin Maria Francisca Kenter","is_ca":false},{"name":"Marie Kivi","is_ca":false},{"name":"Cecilia Björkelund","is_ca":false},{"name":"Annet Kleiboer","is_ca":false},{"name":"Heleen Riper","is_ca":false},{"name":"Jan Philipp Klein","is_ca":false},{"name":"Johanna Schröder","is_ca":false},{"name":"Björn Meyer","is_ca":false},{"name":"Steffen Moritz","is_ca":false},{"name":"Lara Bücker","is_ca":false},{"name":"Ove Lintvedt","is_ca":false},{"name":"Peter Johansson","is_ca":false},{"name":"Johan Lundgren","is_ca":false},{"name":"Jeannette Milgrom","is_ca":false},{"name":"Alan W. Gemmill","is_ca":false},{"name":"David C. Mohr","is_ca":false},{"name":"Jesús Montero‐Marín","is_ca":false},{"name":"Javier García‐Campayo","is_ca":false},{"name":"Stephanie Nobis","is_ca":false},{"name":"Anna‐Carlotta Zarski","is_ca":false},{"name":"Kathleen O’Moore","is_ca":false},{"name":"Alishia D. Williams","is_ca":false},{"name":"Jill M. Newby","is_ca":false},{"name":"Sarah Perini","is_ca":false},{"name":"Rachel Phillips","is_ca":false},{"name":"Justine Schneider","is_ca":false},{"name":"Wendy Pots","is_ca":false},{"name":"Nicole E. Pugh","is_ca":false},{"name":"Derek Richards","is_ca":false},{"name":"Isabelle M. Rosso","is_ca":false},{"name":"Scott L. Rauch","is_ca":false},{"name":"Lisa Sheeber","is_ca":false},{"name":"Jessica Smith","is_ca":false},{"name":"Viola Spek","is_ca":false},{"name":"Victor J. Pop","is_ca":false},{"name":"Burçin Ünlü","is_ca":false},{"name":"K.M.P. van Bastelaar","is_ca":false},{"name":"Sanne van Luenen","is_ca":false},{"name":"Nadia Garnefski","is_ca":false},{"name":"Vivian Kraaij","is_ca":false},{"name":"Kristofer Vernmark","is_ca":false},{"name":"Lisanne Warmerdam","is_ca":false},{"name":"Annemieke van Straten","is_ca":false},{"name":"Pavle Zagorscak","is_ca":false},{"name":"Christine Knaevelsrud","is_ca":false},{"name":"Manuel Heinrich","is_ca":false},{"name":"Clara Miguel","is_ca":false},{"name":"Andrea Cipriani","is_ca":false},{"name":"Orestis Efthimiou","is_ca":false},{"name":"Eirini Karyotaki","is_ca":false},{"name":"Pim Cuijpers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6587917176552147,"gpt":0.5300873851935022,"spread":0.1287043324617125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007404385,0.002075511,0.01166621,0.002749989,0.0005364538,0.002373111,0.001434547,0.001772655,0.003643033],"category_scores_gemma":[0.01858519,0.001024685,0.0200749,0.003073459,0.0006394162,0.001270581,0.001584658,0.002447693,0.0002626895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246668,"about_ca_system_score_gemma":0.002777156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00983749,"about_ca_topic_score_gemma":0.02843267,"domain_scores_codex":[0.9952893,0.002338509,0.001152099,0.0005040646,0.0005455901,0.0001704693],"domain_scores_gemma":[0.9943237,0.004227812,0.000894497,0.0001968567,0.0002438232,0.0001133686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.009413904,0.0002152667,0.001911754,0.407062,0.5100209,0.00007392815,0.0002208666,0.00060309,0.000340646,0.0002110923,0.0006297388,0.06929686],"study_design_scores_gemma":[0.007239901,0.0009986047,0.004224146,0.0312442,0.9533148,0.00008766706,0.0001036631,0.0003772799,0.0001517042,0.0003096854,0.001911435,0.00003687394],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01581799,0.9814032,0.0008650508,0.0002337262,0.0002341313,0.0007273866,0.0003138942,0.00004657498,0.000358081],"genre_scores_gemma":[0.2711334,0.7196001,0.005581641,0.0008719667,0.0002022096,0.001619339,0.0004565273,0.00003228484,0.0005024185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01166621,"threshold_uncertainty_score":0.03915858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093088760","doi":"10.1016/s2215-0366(20)30312-6","title":"Environmental risk factors, protective factors, and peripheral biomarkers for ADHD: an umbrella review","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":263,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; University of Calgary; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Medicine","authors":[{"name":"Jae Han Kim","is_ca":false},{"name":"Jong Yeob Kim","is_ca":false},{"name":"Jinhee Lee","is_ca":false},{"name":"Gwang Hun Jeong","is_ca":false},{"name":"Eun Lee","is_ca":false},{"name":"San Lee","is_ca":false},{"name":"Keum Hwa Lee","is_ca":false},{"name":"Andreas Kronbichler","is_ca":false},{"name":"Brendon Stubbs","is_ca":false},{"name":"Marco Solmi","is_ca":false},{"name":"Ai Koyanagi","is_ca":false},{"name":"Sung Hwi Hong","is_ca":false},{"name":"Elena Dragioti","is_ca":false},{"name":"Louis Jacob","is_ca":false},{"name":"André R. Brunoni","is_ca":false},{"name":"André F. Carvalho","is_ca":true},{"name":"Joaquim Raduà","is_ca":false},{"name":"Trevor Thompson","is_ca":false},{"name":"Lee Smith","is_ca":false},{"name":"Hans Oh","is_ca":false},{"name":"Lin Yang","is_ca":true},{"name":"Igor Grabovac","is_ca":false},{"name":"Felipe Barreto Schuch","is_ca":false},{"name":"Michele Fornaro","is_ca":false},{"name":"Andrew Stickley","is_ca":false},{"name":"Theodor Rais","is_ca":false},{"name":"Gonzalo Salazar de Pablo","is_ca":false},{"name":"Jae Il Shin","is_ca":false},{"name":"Paolo Fusar‐Poli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09661915040999382,"gpt":0.3770495889812923,"spread":0.2804304385712985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002322271,0.001607059,0.004096504,0.003600555,0.0003288083,0.001888905,0.001552191,0.002325629,0.00337176],"category_scores_gemma":[0.003626579,0.0004403889,0.001623513,0.003402687,0.0007858014,0.001887035,0.001456899,0.002755464,0.001072061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103803,"about_ca_system_score_gemma":0.002372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002845581,"about_ca_topic_score_gemma":0.005535149,"domain_scores_codex":[0.9994507,0.0001382327,0.0001022357,0.0001194657,0.0001446775,0.00004469887],"domain_scores_gemma":[0.9978897,0.001552939,0.0002174793,0.00003743238,0.0002211787,0.00008138604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002346597,0.00008347655,0.0005402741,0.08875915,0.001113904,0.000135737,0.00007681989,0.0002692819,0.0005687497,0.003841169,0.03332851,0.8710483],"study_design_scores_gemma":[0.0001905233,0.0002802336,0.00483737,0.09992394,0.004401138,0.001124586,0.0002535759,0.0002196692,0.0003131262,0.007037839,0.8813217,0.00009619369],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002001381,0.9994869,0.00002719353,0.0002081771,0.0001437953,0.000002091571,0.00001593982,0.000001520251,0.00009428341],"genre_scores_gemma":[0.000189899,0.99923,0.00007474377,0.0002559917,0.0001719444,0.000004432497,0.00001750349,5.848444e-7,0.00005486356],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004096504,"threshold_uncertainty_score":0.01228148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3028515698","doi":"10.1016/s2215-0366(20)30130-9","title":"Efficacy of cognitive bias modification interventions in anxiety and depressive disorders: a systematic review and network meta-analysis","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":262,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ontario Ministry of Research, Innovation and Science; Conseil National de la Recherche Scientifique; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Meso Scale Diagnostics","keywords":"Meta-analysis; Psychological intervention; Anxiety; Cognitive bias modification; Systematic review; MEDLINE; Clinical psychology; Psychology; Cognition; Medicine; Psychiatry; Cognitive bias; Internal medicine","authors":[{"name":"Liviu A. Fodor","is_ca":false},{"name":"Raluca Georgescu","is_ca":false},{"name":"Pim Cuijpers","is_ca":false},{"name":"Ştefan Szamosközi","is_ca":false},{"name":"Daniel David","is_ca":false},{"name":"Toshi A. Furukawa","is_ca":false},{"name":"Ioana A. Cristea","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.239146772501418,"gpt":0.4420984340247934,"spread":0.2029516615233754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01206577,0.002418685,0.0198251,0.003169314,0.0006071615,0.003010496,0.002182603,0.00264556,0.004590272],"category_scores_gemma":[0.02968398,0.001352035,0.02421282,0.003207414,0.001016361,0.001984003,0.001892947,0.003025817,0.0003130912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003146413,"about_ca_system_score_gemma":0.00338549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00869195,"about_ca_topic_score_gemma":0.01731157,"domain_scores_codex":[0.9932584,0.00282991,0.001865762,0.0008583642,0.0009031855,0.0002844499],"domain_scores_gemma":[0.9887716,0.008527149,0.001616847,0.0004199264,0.0004966602,0.0001677929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.009651782,0.0001373907,0.001654016,0.4073551,0.545514,0.0000732936,0.000148644,0.0004074967,0.0002992291,0.0001726692,0.0006137527,0.03397258],"study_design_scores_gemma":[0.006986271,0.0005232577,0.003633092,0.02391503,0.9628541,0.00005739678,0.00006397325,0.0002523826,0.000132021,0.0002579962,0.001290052,0.00003446349],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008758787,0.9887318,0.0008234379,0.0001995058,0.0002437505,0.0006201683,0.0002891329,0.00005479272,0.000278554],"genre_scores_gemma":[0.2563293,0.7344196,0.004402352,0.001539726,0.0003265414,0.001779279,0.0005969367,0.00005185888,0.0005543903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0198251,"threshold_uncertainty_score":0.06381065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108490151","doi":"10.1016/s2215-0366(14)00081-9","title":"Changes in the adolescent brain and the pathophysiology of psychotic disorders","year":2014,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":256,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health; Economic and Social Research Council","keywords":"Psychopathology; Psychology; Neuroscience; Affect (linguistics); Brain development; Brain function; Neurotransmitter systems; Cognition; Developmental psychopathology; Autism; Developmental psychology; Psychiatry; Dopamine","authors":[{"name":"Matcheri S. Keshavan","is_ca":false},{"name":"Jay N. Giedd","is_ca":false},{"name":"Jennifer Y. F. Lau","is_ca":false},{"name":"David A. Lewis","is_ca":false},{"name":"Tomáš Paus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03944519463608208,"gpt":0.3202979629669697,"spread":0.2808527683308876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005740129,0.0007908243,0.001504377,0.00180678,0.0002340927,0.001043464,0.0009345658,0.001501577,0.00233747],"category_scores_gemma":[0.0007429442,0.0002871211,0.000433583,0.002026618,0.0006991209,0.001125289,0.0008091596,0.001651929,0.0008773875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008569755,"about_ca_system_score_gemma":0.00153243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00331269,"about_ca_topic_score_gemma":0.007262118,"domain_scores_codex":[0.9998664,0.00002472761,0.00002282821,0.00002382762,0.00004755594,0.00001466374],"domain_scores_gemma":[0.9996339,0.0001972975,0.00007388685,0.000007721429,0.0000603681,0.00002676244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001015471,0.00005437163,0.0003496429,0.01740592,0.0001427845,0.0003830054,0.00006474915,0.0003594123,0.001012168,0.002727064,0.02014751,0.9572518],"study_design_scores_gemma":[0.00006540654,0.0001526368,0.005053704,0.01100032,0.000348517,0.0040465,0.0002021199,0.0002103595,0.00045811,0.006161676,0.9722509,0.00004972547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004561556,0.9995572,0.00002192049,0.000144776,0.00004987141,0.000001072371,0.000004961281,0.000001259462,0.0001732563],"genre_scores_gemma":[0.0003922887,0.9992436,0.00004058618,0.00007055548,0.0001158882,0.000001632981,0.000006481939,2.920939e-7,0.0001286487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00331269,"threshold_uncertainty_score":0.007819593,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2958666142","doi":"10.1016/s2215-0366(19)30275-5","title":"Mental health care for university students: a way forward?","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":255,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Queen's University","funders":"National Institute for Health and Care Research; National Institute on Handicapped Research","keywords":"Mental health; MEDLINE; Data science; Computer science; Medical education; Psychology; Medicine; Psychiatry; Political science","authors":[{"name":"Anne Duffy","is_ca":true},{"name":"Kate Saunders","is_ca":false},{"name":"Gin S. Malhi","is_ca":false},{"name":"Scott B. Patten","is_ca":true},{"name":"Andrea Cipriani","is_ca":false},{"name":"Stephen H. McNevin","is_ca":true},{"name":"E. Mary Macdonald","is_ca":false},{"name":"John Geddes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08049988676804605,"gpt":0.4544255437570006,"spread":0.3739256569889546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005174416,0.00137363,0.005486521,0.00343708,0.0008047697,0.004464591,0.002528539,0.006909846,0.01555946],"category_scores_gemma":[0.009702638,0.0005517175,0.002716723,0.004528238,0.001946096,0.00611743,0.002944267,0.009680441,0.002375327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005327758,"about_ca_system_score_gemma":0.01525187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01698533,"about_ca_topic_score_gemma":0.0355074,"domain_scores_codex":[0.9983469,0.0005526668,0.0002263825,0.0001848475,0.0004207408,0.0002684587],"domain_scores_gemma":[0.9931491,0.003624391,0.001039727,0.0001056995,0.001148436,0.0009327284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002787424,0.0001211883,0.0003231691,0.0803921,0.0009826738,0.0001032326,0.0001208379,0.0002405788,0.0001429532,0.008568389,0.2158206,0.6929055],"study_design_scores_gemma":[0.0004243842,0.000230969,0.002760445,0.1377748,0.002286753,0.0003824376,0.0006863284,0.0001632468,0.00005710029,0.00737551,0.8477871,0.00007075154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002172265,0.9911277,0.00002243547,0.007495567,0.00103765,0.000002405872,0.00001878512,0.000005277643,0.0002685373],"genre_scores_gemma":[0.0007224854,0.9920127,0.00009667821,0.00557649,0.00132645,0.000007605991,0.0000250097,0.000002519527,0.0002301282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01698533,"threshold_uncertainty_score":0.0520516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044322306","doi":"10.1016/s2215-0366(20)30190-5","title":"Risk factors for self-harm in prison: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":253,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"St George's University Hospitals NHS Foundation Trust; Universität Ulm; Università degli Studi di Milano-Bicocca; Universitat de Barcelona; Wellcome Trust; Economic and Social Research Council; Nottingham Trent University; University of Queensland; University of Ottawa","keywords":"Meta-analysis; Prison; Harm; Systematic review; MEDLINE; Psychology; Medicine; Criminology; Social psychology; Political science","authors":[{"name":"Louis Favril","is_ca":false},{"name":"Rongqin Yu","is_ca":false},{"name":"Keith Hawton","is_ca":false},{"name":"Seena Fazel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1409346739389296,"gpt":0.4027794685254257,"spread":0.2618447945864961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02053429,0.00293472,0.0199966,0.008803017,0.0008183323,0.004023758,0.002508109,0.00244758,0.004028206],"category_scores_gemma":[0.04679862,0.00163284,0.0383442,0.008662418,0.0008666955,0.002438634,0.002186778,0.002272879,0.0003118225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004409364,"about_ca_system_score_gemma":0.007262015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00941508,"about_ca_topic_score_gemma":0.01930385,"domain_scores_codex":[0.9862652,0.006100016,0.004336184,0.001162871,0.001676258,0.0004594331],"domain_scores_gemma":[0.9726571,0.01957912,0.004572994,0.0007505369,0.002134998,0.0003053317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008350561,0.00002848801,0.002887574,0.6766475,0.3045092,0.00010967,0.0001198385,0.0003816017,0.0001144941,0.0001522314,0.0007245351,0.01348975],"study_design_scores_gemma":[0.0005117937,0.0002132907,0.004074454,0.1199812,0.8718508,0.0001553253,0.00009026576,0.0002035471,0.0001276898,0.0002807465,0.00247642,0.00003443404],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002722214,0.9951699,0.0004883518,0.0002277905,0.0001227205,0.0005666071,0.0004590393,0.00002678698,0.0002165106],"genre_scores_gemma":[0.0826806,0.910165,0.002912143,0.0007593982,0.0002145446,0.002257705,0.0007520047,0.00002528868,0.0002334504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02053429,"threshold_uncertainty_score":0.108597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787897432","doi":"10.1016/s2215-0366(18)30048-8","title":"Association of translocator protein total distribution volume with duration of untreated major depressive disorder: a cross-sectional study","year":2018,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":238,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Azrieli Foundation; Canada Research Chairs; Health Canada; Government of Ontario","keywords":"Translocator protein; Cross-sectional study; Medicine; Major depressive disorder; Internal medicine; Inflammation; Pathology","authors":[{"name":"Elaine Setiawan","is_ca":true},{"name":"Sophia Attwells","is_ca":true},{"name":"Alan A. Wilson","is_ca":true},{"name":"Romina Mizrahi","is_ca":true},{"name":"Pablo Rusjan","is_ca":true},{"name":"Laura Miler","is_ca":true},{"name":"Cynthia Xu","is_ca":true},{"name":"Sarita Sharma","is_ca":true},{"name":"Stephen J. Kish","is_ca":true},{"name":"Sylvain Houle","is_ca":true},{"name":"Jeffrey H. Meyer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01205386630566018,"gpt":0.262569047704547,"spread":0.2505151813988868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007199634,0.0003982148,0.0005068185,0.0004967029,0.0005364014,0.0008135817,0.0004768689,0.0008352108,0.00205408],"category_scores_gemma":[0.001752266,0.000767091,0.0006227158,0.0007405441,0.00043253,0.0007994621,0.0004194749,0.0009805346,0.0003877952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914551,"about_ca_system_score_gemma":0.0002535433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004902776,"about_ca_topic_score_gemma":0.004595966,"domain_scores_codex":[0.9995562,0.0001168798,0.00004651697,0.0001749374,0.00004054022,0.00006488437],"domain_scores_gemma":[0.9980945,0.0003689533,0.0007570405,0.0002277897,0.0001795948,0.0003720762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00032931,0.00007174278,0.998201,0.000007558446,0.0002075107,0.00006851511,0.00009615537,0.00002100612,0.0005387799,0.00001306782,0.00005775578,0.0003876723],"study_design_scores_gemma":[0.00000700667,0.0001421835,0.9993962,0.000001978762,0.00004614398,0.0001531477,0.00009564264,0.00006987856,0.00002740323,0.000009917875,0.00004727218,0.00000317124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991993,0.0001842955,0.0001187277,0.00002751364,0.00000849103,0.000004454625,0.0002909271,0.000003507892,0.0001628331],"genre_scores_gemma":[0.999361,0.00006895053,0.00008078096,0.00003048419,0.000009280852,0.000006083641,0.0002409306,0.000003251367,0.0001993307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004902776,"threshold_uncertainty_score":0.009748459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991291728","doi":"10.1016/s2215-0366(19)30414-6","title":"Disparities in cancer screening in people with mental illness across the world versus the general population: prevalence and comparative meta-analysis including 4 717 839 people","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":238,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University; Centre for Addiction and Mental Health; University of Toronto","funders":"King's College London; Collaboration for Leadership in Applied Health Research and Care - Greater Manchester; National Institute for Health and Care Research; Maudsley Charity; South London and Maudsley NHS Foundation Trust","keywords":"Medicine; Mental illness; Population; Cancer; Psychiatry; Cancer screening; PsycINFO; Odds ratio; Mental health; MEDLINE; Internal medicine; Environmental health","authors":[{"name":"Marco Solmi","is_ca":false},{"name":"Joseph Firth","is_ca":false},{"name":"Alessandro Miola","is_ca":false},{"name":"Michele Fornaro","is_ca":false},{"name":"Elisabetta Frison","is_ca":false},{"name":"Paolo Fusar‐Poli","is_ca":false},{"name":"Elena Dragioti","is_ca":false},{"name":"Jae Il Shin","is_ca":false},{"name":"André F. Carvalho","is_ca":true},{"name":"Brendon Stubbs","is_ca":false},{"name":"Ai Koyanagi","is_ca":false},{"name":"Steve Kisely","is_ca":true},{"name":"Christoph U. Correll","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.275674898958918,"gpt":0.4699574904320613,"spread":0.1942825914731433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01558254,0.002548159,0.01269545,0.006715545,0.0006912585,0.002849071,0.001661048,0.002049808,0.004259305],"category_scores_gemma":[0.03194915,0.001472328,0.05280116,0.00730802,0.0007320843,0.0013556,0.00189665,0.001689107,0.0003852002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002469039,"about_ca_system_score_gemma":0.003708642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066599,"about_ca_topic_score_gemma":0.01909836,"domain_scores_codex":[0.9887892,0.005001753,0.003711947,0.00113585,0.0009425652,0.0004187491],"domain_scores_gemma":[0.9886321,0.00809167,0.001756166,0.0005606806,0.0007979944,0.0001614181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002763,0.00003289888,0.006424771,0.1858757,0.7975813,0.0001354659,0.00009588258,0.0003695428,0.0001937107,0.0001217756,0.0005490429,0.005856788],"study_design_scores_gemma":[0.0008293818,0.0001525796,0.003487501,0.01025478,0.9840089,0.00006482667,0.00004173718,0.0000899076,0.00008146819,0.0001246375,0.0008472313,0.00001705993],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02294027,0.969292,0.001413835,0.0003722941,0.000300004,0.001184818,0.0036635,0.00005982446,0.0007734257],"genre_scores_gemma":[0.4850827,0.4969767,0.005519906,0.001934997,0.0003500247,0.004799734,0.004329396,0.00008416828,0.0009224663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9873046,"threshold_uncertainty_score":0.08240926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323657400","doi":"10.1016/s2215-0366(23)00036-6","title":"Comparison of paediatric emergency department visits for attempted suicide, self-harm, and suicidal ideation before and during the COVID-19 pandemic: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":224,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Hospital for Sick Children; University of Toronto; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Suicidal ideation; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Emergency department; Meta-analysis; Harm; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; MEDLINE; Suicide prevention; Medical emergency; Poison control; Psychiatry; Psychology; Virology; Political science; Pathology","authors":[{"name":"Sheri Madigan","is_ca":true},{"name":"Daphne J. Korczak","is_ca":true},{"name":"Tracy Vaillancourt","is_ca":true},{"name":"Nicole Racine","is_ca":true},{"name":"Will G. Hopkins","is_ca":false},{"name":"Paolo Pador","is_ca":true},{"name":"Jackson M. A. Hewitt","is_ca":true},{"name":"Batool AlMousawi","is_ca":true},{"name":"Sheila McDonald","is_ca":true},{"name":"Ross D. Neville","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1996662860860891,"gpt":0.4590329511194589,"spread":0.2593666650333699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007089457,0.002342943,0.01898089,0.00407422,0.0006299654,0.002945457,0.001841225,0.002616102,0.003204961],"category_scores_gemma":[0.02219576,0.001551402,0.03416971,0.005374673,0.0008901958,0.001639213,0.001878877,0.0025155,0.0002458195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002239917,"about_ca_system_score_gemma":0.003494531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00990112,"about_ca_topic_score_gemma":0.02558356,"domain_scores_codex":[0.9946182,0.001708382,0.002032639,0.0007727466,0.0006367143,0.0002314014],"domain_scores_gemma":[0.9876687,0.008621202,0.002387149,0.0003933557,0.0007286814,0.0002008988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003982312,0.00007744597,0.006494633,0.3815809,0.5921047,0.00008289878,0.0001540536,0.0002361328,0.000179665,0.00007600642,0.000375735,0.01465545],"study_design_scores_gemma":[0.001330059,0.0004013469,0.008581997,0.02793577,0.9603402,0.00007962964,0.0001181376,0.00008217757,0.00007688392,0.0001004123,0.0009141841,0.00003922034],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01070626,0.988185,0.0002312542,0.00007467211,0.0001415651,0.0001743436,0.0003611581,0.00001084943,0.0001148791],"genre_scores_gemma":[0.199845,0.7960188,0.001454472,0.000779312,0.0002417426,0.000701131,0.0006924902,0.00002061554,0.000246429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01898089,"threshold_uncertainty_score":0.03749305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011390203","doi":"10.1016/s2215-0366(20)30049-3","title":"Risk and protective factors for childhood suicidality: a US population-based study","year":2020,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":197,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health; National Institute on Drug Abuse; Once Upon A Time Foundation; Klingenstein Third Generation Foundation; National Institutes of Health; American Foundation for Suicide Prevention","keywords":"Poison control; Suicide prevention; Injury prevention; Human factors and ergonomics; Occupational safety and health; Population; Medicine; MEDLINE; Medical emergency; Psychiatry; Environmental health; Political science; Pathology","authors":[{"name":"Delfina Janiri","is_ca":false},{"name":"Gaëlle E. Doucet","is_ca":false},{"name":"Maurizio Pompili","is_ca":false},{"name":"Gabriele Sani","is_ca":false},{"name":"Beatriz Luna","is_ca":false},{"name":"David A. Brent","is_ca":false},{"name":"Sophia Frangou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04379839573521691,"gpt":0.3207782487917488,"spread":0.2769798530565318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008707315,0.0006225185,0.0005471762,0.001132583,0.001126267,0.001320449,0.0006627284,0.001381302,0.001787912],"category_scores_gemma":[0.002711579,0.001059409,0.001373555,0.003173104,0.0007127315,0.001076675,0.0009118519,0.001813131,0.0003261857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007156463,"about_ca_system_score_gemma":0.0007222814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03483276,"about_ca_topic_score_gemma":0.04093046,"domain_scores_codex":[0.9991956,0.0003019289,0.00009062958,0.0001894502,0.00008217926,0.0001401138],"domain_scores_gemma":[0.9985095,0.0002003826,0.0004971218,0.0002605213,0.0002064523,0.0003261131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003000313,0.0001639963,0.9975872,0.00002023116,0.0004525002,0.00009277399,0.0003552565,0.00001919007,0.0001475481,0.00002873379,0.0001929641,0.0006394743],"study_design_scores_gemma":[0.00003528545,0.0001533132,0.998309,0.00001526892,0.0002632773,0.000162712,0.0008264259,0.00004092908,0.00001705324,0.00003239452,0.0001366379,0.000007772119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998566,0.000457412,0.0000650213,0.0001082224,0.00001103885,0.00001260314,0.0004844457,0.000002734918,0.0002925134],"genre_scores_gemma":[0.9989366,0.0003076923,0.0000827803,0.00009827686,0.000014585,0.00001434307,0.0003981992,0.000002329093,0.0001453233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03483276,"threshold_uncertainty_score":0.06926006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3194307914","doi":"10.1016/s2215-0366(21)00170-x","title":"Effectiveness of psychological interventions in prison to reduce recidivism: a systematic review and meta-analysis of randomised controlled trials","year":2021,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":180,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé; Wellcome Trust","keywords":"Recidivism; Prison; Psychological intervention; Meta-analysis; Randomized controlled trial; Criminal justice; Psychology; Psychiatry; Criminology; Medicine","authors":[{"name":"Gabrielle Beaudry","is_ca":false},{"name":"Rongqin Yu","is_ca":false},{"name":"Amanda Perry","is_ca":false},{"name":"Seena Fazel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3135825892459725,"gpt":0.5052885658417002,"spread":0.1917059765957277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02580984,0.003781812,0.02983727,0.008876774,0.0008931507,0.00456479,0.003254839,0.003420863,0.005280933],"category_scores_gemma":[0.07117695,0.002018845,0.04320942,0.008557828,0.001222898,0.003162912,0.002311692,0.00354027,0.0003494442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006261455,"about_ca_system_score_gemma":0.008040852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007801828,"about_ca_topic_score_gemma":0.01277194,"domain_scores_codex":[0.9753338,0.01204278,0.007801568,0.00179835,0.002451017,0.0005725388],"domain_scores_gemma":[0.9550933,0.03369118,0.00725977,0.001009573,0.002501382,0.0004447748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002165881,0.00003377173,0.0007125702,0.7210996,0.2638143,0.00006024546,0.00008234492,0.0003201512,0.00009338156,0.0001386156,0.0004384033,0.01104086],"study_design_scores_gemma":[0.002162645,0.0004002908,0.001723762,0.1255563,0.8672602,0.0000784619,0.00007849236,0.0001943075,0.0001511058,0.0003219534,0.002037051,0.00003543161],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002644116,0.994387,0.0005669248,0.0002266837,0.0002185746,0.00124393,0.0004248543,0.00003459293,0.0002533061],"genre_scores_gemma":[0.08660965,0.9008553,0.003823872,0.001163254,0.0003011529,0.006135348,0.0007588273,0.00004318205,0.0003094126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02983727,"threshold_uncertainty_score":0.1364971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589284845","doi":"10.1016/s2215-0366(17)30076-7","title":"Deep brain stimulation of the subcallosal cingulate for treatment-refractory anorexia nervosa: 1 year follow-up of an open-label trial","year":2017,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Anorexia nervosa; Deep brain stimulation; Anxiety; Mood; Medicine; Anterior cingulate cortex; Clinical endpoint; Psychiatry; Psychology; Clinical trial; Eating disorders; Internal medicine","authors":[{"name":"Nir Lipsman","is_ca":true},{"name":"Eileen Lam","is_ca":true},{"name":"Matthew Volpini","is_ca":true},{"name":"Kalam Sutandar","is_ca":true},{"name":"Richelle Twose","is_ca":true},{"name":"Peter Giacobbe","is_ca":true},{"name":"Devin J. Sodums","is_ca":false},{"name":"Gwenn S. Smith","is_ca":false},{"name":"D. Blake Woodside","is_ca":true},{"name":"Andrés M. Lozano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07642198501988909,"gpt":0.366861270210032,"spread":0.2904392851901428,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002507714,0.001823628,0.003727062,0.0003576066,0.000648759,0.00140962,0.0009418483,0.002376778,0.003135246],"category_scores_gemma":[0.002344295,0.0005214158,0.003143768,0.0004711445,0.001765175,0.001499364,0.0004149936,0.003271068,0.0008620774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011743,"about_ca_system_score_gemma":0.001093388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947512,"about_ca_topic_score_gemma":0.004790955,"domain_scores_codex":[0.9988496,0.0006240118,0.00007358033,0.0001613051,0.00007354771,0.0002178677],"domain_scores_gemma":[0.9983435,0.000581024,0.0002916981,0.000231849,0.000117547,0.0004343571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9633206,0.009604996,0.001347927,0.0004472874,0.001726136,0.00008375892,0.0001354556,0.00054092,0.002490667,0.0001114016,0.0006110963,0.0195798],"study_design_scores_gemma":[0.8548833,0.1333013,0.008140737,0.0001049426,0.00113192,0.00008756093,0.0001329335,0.0006724349,0.0004947219,0.0003159381,0.0006837222,0.00005057055],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913046,0.00477629,0.0004581708,0.0004901908,0.0003495803,0.0009101155,0.0006024427,0.00004048457,0.001068175],"genre_scores_gemma":[0.9900942,0.003361709,0.0008411819,0.0007388514,0.0003478998,0.001609134,0.001284357,0.00001973548,0.001702787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003727062,"threshold_uncertainty_score":0.01326221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912965790","doi":"10.1016/s2215-0366(18)30466-8","title":"Delivering the Thinking Healthy Programme for perinatal depression through peers: an individually randomised controlled trial in India","year":2019,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":172,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; University of Toronto","funders":"National Institute of Mental Health; Medical Research Council; Wellcome Trust","keywords":"Medicine; Patient Health Questionnaire; Randomized controlled trial; Edinburgh Postnatal Depression Scale; Intervention (counseling); Depression (economics); Childbirth; Cluster randomised controlled trial; Family medicine; Physical therapy; Depressive symptoms; Psychiatry; Pregnancy; Anxiety","authors":[{"name":"Daniela C. Fuhr","is_ca":false},{"name":"Benedict Weobong","is_ca":false},{"name":"Anisha Lazarus","is_ca":false},{"name":"Fiona Vanobberghen","is_ca":false},{"name":"Helen A. Weiss","is_ca":false},{"name":"Daisy R. Singla","is_ca":true},{"name":"Hanani Tabana","is_ca":false},{"name":"Ejma Afonso","is_ca":false},{"name":"Aveena De","is_ca":false},{"name":"Ethel D’Souza","is_ca":false},{"name":"Akankasha Joshi","is_ca":false},{"name":"Priya Korgaonkar","is_ca":false},{"name":"Revathi N. Krishna","is_ca":false},{"name":"LeShawndra N. Price","is_ca":false},{"name":"Atıf Rahman","is_ca":false},{"name":"Vikram Patel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0339370070797724,"gpt":0.3374935585612869,"spread":0.3035565514815146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002451845,0.001377917,0.004079114,0.0005583855,0.0007609711,0.001044751,0.001568885,0.00234411,0.009658323],"category_scores_gemma":[0.0055786,0.0009966043,0.003196147,0.0008694204,0.001885808,0.001530641,0.00109381,0.00408886,0.0007580894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520188,"about_ca_system_score_gemma":0.002364415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009115002,"about_ca_topic_score_gemma":0.01107175,"domain_scores_codex":[0.9977664,0.001234461,0.0002085752,0.0003242615,0.0001414248,0.0003249153],"domain_scores_gemma":[0.9973412,0.001109722,0.0004547146,0.0002623367,0.0001142163,0.0007177418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9435136,0.01715995,0.001259221,0.003451379,0.003435843,0.0001178486,0.0003062078,0.0004553524,0.0007784387,0.0002326595,0.0006763363,0.02861325],"study_design_scores_gemma":[0.9575047,0.03741556,0.002597058,0.0001953065,0.001573921,0.00001500029,0.00009485612,0.0001861761,0.00007598975,0.0001364061,0.000183722,0.00002121993],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812511,0.005713238,0.001018907,0.001254445,0.000898061,0.007125985,0.0006756099,0.0001342469,0.001928398],"genre_scores_gemma":[0.9850669,0.002945858,0.002209104,0.0006195175,0.0003339312,0.007311771,0.0002490668,0.00001481409,0.001249043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009658323,"threshold_uncertainty_score":0.03231037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3028537003","doi":"10.1016/s2215-0366(20)30138-3","title":"Minocycline and celecoxib as adjunctive treatments for bipolar depression: a multicentre, factorial design randomised controlled trial","year":2020,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":166,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Newcastle upon Tyne Hospitals NHS Foundation Trust; Centre for Addiction and Mental Health Foundation; Fondation Brain Canada; Canadian Institutes of Health Research; National Institute for Health and Care Research; National Institutes of Health; Stanley Medical Research Institute; King's College London; Patient-Centered Outcomes Research Institute","keywords":"Celecoxib; Placebo; Minocycline; Medicine; Bipolar I disorder; Clinical trial; Depression (economics); Bipolar disorder; Randomized controlled trial; Internal medicine; Psychiatry; Mania; Lithium (medication)","authors":[{"name":"Muhammad Ishrat Husain","is_ca":true},{"name":"Imran B. Chaudhry","is_ca":false},{"name":"Ameer B. Khoso","is_ca":false},{"name":"Muhammad Omair Husain","is_ca":true},{"name":"John Hodsoll","is_ca":false},{"name":"Moin Ahmed Ansari","is_ca":false},{"name":"Haider Naqvi","is_ca":false},{"name":"André F. Carvalho","is_ca":true},{"name":"Jeffrey H. Meyer","is_ca":true},{"name":"J.F.W. Deakin","is_ca":false},{"name":"Benoit H. Mulsant","is_ca":true},{"name":"Nusrat Husain","is_ca":false},{"name":"Allan H. Young","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05850990761081344,"gpt":0.3002867572081868,"spread":0.2417768495973733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003674738,0.003253218,0.00719854,0.0007763954,0.0009290003,0.001920768,0.00136434,0.003173914,0.01042273],"category_scores_gemma":[0.004471537,0.001570981,0.00417382,0.0009581338,0.002145699,0.001827226,0.000988375,0.003188863,0.00127202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638227,"about_ca_system_score_gemma":0.001640566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951966,"about_ca_topic_score_gemma":0.005621478,"domain_scores_codex":[0.9972104,0.001631599,0.0002492796,0.000408253,0.000164899,0.0003355155],"domain_scores_gemma":[0.9978561,0.000777559,0.0005240266,0.0002263968,0.0001758095,0.0004401445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9941637,0.001035221,0.00009803777,0.0006867223,0.0008976788,0.00001227414,0.00002174063,0.00007912507,0.0004401437,0.0000642125,0.0001601491,0.002341073],"study_design_scores_gemma":[0.9831188,0.01529211,0.0003991711,0.00004113292,0.0006920538,0.000007895599,0.00001259813,0.0001306282,0.00004107283,0.00008890525,0.0001647325,0.00001089175],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944665,0.02358768,0.003211938,0.00160088,0.003997182,0.01761075,0.001631222,0.000281598,0.003413694],"genre_scores_gemma":[0.9627009,0.007242556,0.004682138,0.001379016,0.001430364,0.01641095,0.0007179884,0.00003987002,0.005396189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042273,"threshold_uncertainty_score":0.03486753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112169703","doi":"10.1016/s2215-0366(20)30356-4","title":"International consensus on a standard set of outcome measures for child and youth anxiety, depression, obsessive-compulsive disorder, and post-traumatic stress disorder","year":2020,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":160,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Centre for Addiction and Mental Health; University of Calgary","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; NIHR School for Primary Care Research; Academy of Medical Sciences; National Institute for Health and Care Research; MQ: Transforming Mental Health","keywords":"Anxiety; Psychology; Psychiatry; Clinical psychology; Mental health; Delphi method; Traumatic stress; Anxiety disorder","authors":[{"name":"Karolin Rose Krause","is_ca":false},{"name":"Sophie Chung","is_ca":false},{"name":"Abiodun O. Adewuya","is_ca":false},{"name":"Anne Marie Albano","is_ca":false},{"name":"Rochelle Babins-Wagner","is_ca":true},{"name":"Laura Birkinshaw","is_ca":false},{"name":"Peter Brann","is_ca":false},{"name":"Cathy Creswell","is_ca":false},{"name":"Kathleen R. Delaney","is_ca":false},{"name":"Bruno Falissard","is_ca":false},{"name":"Christopher B. Forrest","is_ca":false},{"name":"Jennifer L. Hudson","is_ca":false},{"name":"Shin‐ichi Ishikawa","is_ca":false},{"name":"Meghna Khatwani","is_ca":false},{"name":"Christian Kieling","is_ca":false},{"name":"Judi Krause","is_ca":false},{"name":"Kanika Malik","is_ca":false},{"name":"Vania Martínez","is_ca":false},{"name":"Faraz Mughal","is_ca":false},{"name":"Thomas H. Ollendick","is_ca":false},{"name":"Say How Ong","is_ca":false},{"name":"George Patton","is_ca":false},{"name":"Ulrike Ravens‐Sieberer","is_ca":false},{"name":"Péter Szatmári","is_ca":true},{"name":"Evie Thomas","is_ca":false},{"name":"Lucas Walters","is_ca":false},{"name":"Bryan Young","is_ca":false},{"name":"Yue Zhao","is_ca":false},{"name":"Miranda Wolpert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05206657887458691,"gpt":0.3463606271601121,"spread":0.2942940482855252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05510452,0.002389769,0.0102848,0.007021224,0.001436664,0.003757398,0.006747683,0.003818767,0.004184517],"category_scores_gemma":[0.05027534,0.0007588773,0.0122975,0.005519146,0.002067673,0.002520462,0.003556806,0.006629472,0.001961662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005215304,"about_ca_system_score_gemma":0.0267699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206552,"about_ca_topic_score_gemma":0.01720187,"domain_scores_codex":[0.9790611,0.006348485,0.007829757,0.001513483,0.00448968,0.000757513],"domain_scores_gemma":[0.9540094,0.02560445,0.003743711,0.001728574,0.0140835,0.0008304475],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008553315,0.0004366199,0.006265025,0.1045288,0.003800687,0.0001351261,0.0004941897,0.0006637469,0.0007777224,0.01408508,0.07123865,0.796719],"study_design_scores_gemma":[0.001101905,0.0008932282,0.04301496,0.3946642,0.01617089,0.0007622762,0.001474481,0.0008077617,0.002222164,0.01892103,0.5196216,0.0003454267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.00220908,0.9445948,0.01419728,0.01382555,0.009820198,0.0028867,0.005547671,0.0002029552,0.00671582],"genre_scores_gemma":[0.01901785,0.8756269,0.06881939,0.009277839,0.002020643,0.01161663,0.01032202,0.000166956,0.003131737],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9448955,"threshold_uncertainty_score":0.291424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1931775200","doi":"10.1016/s2215-0366(15)00112-1","title":"Lifetime prevalence of anxiety disorders in people with bipolar disorder: a systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Bipolar disorder; Anxiety; Prevalence of mental disorders; Psychiatry; Anxiety disorder; Meta-analysis; Not Otherwise Specified; Clinical psychology; Comorbidity; Specific phobia; Generalized anxiety disorder; Medicine; Psychology; Mood; Internal medicine","authors":[{"name":"Barbara Pavlová","is_ca":true},{"name":"Roy H. Perlis","is_ca":false},{"name":"Martin Alda","is_ca":true},{"name":"Rudolf Uher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03260986160241795,"gpt":0.3207367890207134,"spread":0.2881269274182954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006405344,0.002265589,0.01468737,0.004584201,0.0005840384,0.002498199,0.002024789,0.002217312,0.003378161],"category_scores_gemma":[0.01985606,0.001815057,0.03016543,0.005534044,0.0006368758,0.001967489,0.00199922,0.002052052,0.0002789677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661805,"about_ca_system_score_gemma":0.002273412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008656708,"about_ca_topic_score_gemma":0.02533481,"domain_scores_codex":[0.9951946,0.00152309,0.001787889,0.0007447747,0.0005388817,0.0002107522],"domain_scores_gemma":[0.9913964,0.00586183,0.001645281,0.0003281365,0.0006143284,0.0001540981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001857855,0.00003371401,0.008413557,0.3283348,0.6486231,0.0001513458,0.0001400554,0.0002557327,0.000217313,0.00009466858,0.0006259613,0.01125188],"study_design_scores_gemma":[0.0004132545,0.0001164492,0.00690348,0.01292668,0.9782506,0.0001247549,0.00007092531,0.00007451439,0.00004902088,0.0001037905,0.0009387205,0.00002789223],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00596806,0.9929496,0.0002767576,0.00008927171,0.0001107878,0.0001009859,0.0003630458,0.00001648874,0.000125045],"genre_scores_gemma":[0.1725032,0.8231465,0.00187524,0.0008406852,0.0002206882,0.0003717498,0.0007236117,0.00002316054,0.0002952748],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01468737,"threshold_uncertainty_score":0.03387505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1818935397","doi":"10.1016/s2215-0366(15)00155-8","title":"Psychodynamic therapy meets evidence-based medicine: a systematic review using updated criteria","year":2015,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":157,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Mental health; Randomized controlled trial; Psychotherapist; MEDLINE; Equivalence (formal languages); Clinical trial; Evidence-based practice; Evidence-based medicine; Systematic review; Medicine; Psychology; Psychiatry; Alternative medicine; Clinical psychology; Surgery","authors":[{"name":"Falk Leichsenring","is_ca":false},{"name":"Patrick Luyten","is_ca":false},{"name":"Mark J. Hilsenroth","is_ca":false},{"name":"Allan Abbass","is_ca":true},{"name":"Jacques P. Barber","is_ca":false},{"name":"John R. Keefe","is_ca":false},{"name":"Frank Leweke","is_ca":false},{"name":"Sven Rabung","is_ca":false},{"name":"Christiane Steinert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2741379771521698,"gpt":0.4903021314875862,"spread":0.2161641543354165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02670266,0.002548566,0.02237875,0.01781842,0.001838592,0.007311002,0.005050618,0.004636326,0.009999527],"category_scores_gemma":[0.08507591,0.002049487,0.0182139,0.01473196,0.001894932,0.007369236,0.005295524,0.003490541,0.001146816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008661357,"about_ca_system_score_gemma":0.02659173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01437483,"about_ca_topic_score_gemma":0.05435423,"domain_scores_codex":[0.9650424,0.007168036,0.01842321,0.001972254,0.006480328,0.0009137751],"domain_scores_gemma":[0.9392861,0.02934265,0.01973133,0.001662064,0.008772918,0.00120506],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006100183,0.00002957292,0.0011375,0.933934,0.02144666,0.0001370657,0.0002406474,0.0001247673,0.0002146627,0.0006764872,0.003914315,0.03753436],"study_design_scores_gemma":[0.002054171,0.000174285,0.007186283,0.8053401,0.1552256,0.0004261264,0.0003183641,0.0002687087,0.0002209861,0.001745988,0.0268952,0.0001441891],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001518648,0.9841346,0.001595292,0.001764611,0.000892289,0.005893912,0.002680391,0.00005699721,0.001463177],"genre_scores_gemma":[0.03825063,0.9335765,0.01141049,0.004322576,0.0005476227,0.00783541,0.003075585,0.0000702726,0.0009107959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9732974,"threshold_uncertainty_score":0.1412188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2623656794","doi":"10.1016/s2215-0366(17)30127-x","title":"Architecture and functioning of child and adolescent mental health services: a 28-country survey in Europe","year":2017,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":154,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"Seventh Framework Programme","keywords":"Mental health; European union; Medicine; Eu countries; Psychiatry; Family medicine; Environmental health; Business","authors":[{"name":"Giulia Signorini","is_ca":false},{"name":"Swaran P. Singh","is_ca":false},{"name":"Vlatka Boricevic-Marsanic","is_ca":false},{"name":"Gwen Dieleman","is_ca":false},{"name":"Katarina Dodig‐Ćurković","is_ca":false},{"name":"Tomislav Franić","is_ca":false},{"name":"Suzanne Gerritsen","is_ca":false},{"name":"James M. Griffin","is_ca":false},{"name":"Athanasios Maras","is_ca":false},{"name":"Fiona McNicholas","is_ca":false},{"name":"Lesley O’Hara","is_ca":false},{"name":"Diane Purper‐Ouakil","is_ca":false},{"name":"Moli Paul","is_ca":false},{"name":"Paramala Santosh","is_ca":true},{"name":"Ulrike Schulze","is_ca":false},{"name":"Cathy Street","is_ca":false},{"name":"Sabine Tremmery","is_ca":false},{"name":"Helena Tuomainen","is_ca":false},{"name":"Frank Verhulst","is_ca":false},{"name":"Jane Warwick","is_ca":false},{"name":"Giovanni de Girolamo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05208016637452421,"gpt":0.3799024750808377,"spread":0.3278223087063135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001085288,0.0003109495,0.0004708091,0.001400074,0.0005256314,0.001475155,0.0007752044,0.0007639726,0.001129112],"category_scores_gemma":[0.002031259,0.000398865,0.0009658975,0.002876831,0.0006453567,0.001164644,0.001558264,0.0006516647,0.0001720642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439059,"about_ca_system_score_gemma":0.001336629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07757916,"about_ca_topic_score_gemma":0.1091563,"domain_scores_codex":[0.9986284,0.0004020543,0.0002088727,0.0002425756,0.0001502224,0.0003678488],"domain_scores_gemma":[0.9982989,0.0002377023,0.0007976061,0.00009124492,0.0002337294,0.0003407643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001536465,0.00002529054,0.9983877,0.00001385088,0.0001232052,0.00005260109,0.0002693143,0.00007241961,0.00008773041,0.00004462541,0.0001273521,0.0007805498],"study_design_scores_gemma":[9.947133e-7,0.00001049934,0.9990784,0.00001245411,0.00001256825,0.00005893848,0.0006178039,0.00003350839,0.0000144488,0.000007401284,0.0001511929,0.000001934024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981945,0.0004516503,0.00005593758,0.0001451784,0.000005648165,0.000005126069,0.0007224159,0.000002218903,0.0004174498],"genre_scores_gemma":[0.998508,0.0003539046,0.0000874748,0.00008151752,0.000004071804,0.000007852532,0.0007755638,0.00000247155,0.000179059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07757916,"threshold_uncertainty_score":0.1542552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041655919","doi":"10.1016/s2215-0366(20)30309-6","title":"How to provide anti-racist mental health care","year":2020,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":148,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Public Health Agency of Canada","keywords":"Mental health; MEDLINE; Mental health care; Data science; Psychology; Medicine; Psychiatry; Computer science; Political science","authors":[{"name":"Jude Mary Cénat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06222387678242298,"gpt":0.3877093317387631,"spread":0.3254854549563401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009878946,0.0008279723,0.0008905504,0.001861957,0.007980796,0.008966574,0.002611037,0.01545161,0.07190219],"category_scores_gemma":[0.0565136,0.000908208,0.002237516,0.001249922,0.005245132,0.01313499,0.01066899,0.02253322,0.01954143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008215173,"about_ca_system_score_gemma":0.06136554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03814631,"about_ca_topic_score_gemma":0.07987834,"domain_scores_codex":[0.9905211,0.004274458,0.0003340876,0.0005048665,0.001799157,0.002566396],"domain_scores_gemma":[0.9549183,0.007590199,0.002238701,0.002009266,0.008329648,0.02491382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006336204,0.0006399582,0.003972409,0.0008118686,0.000182952,0.0002562228,0.001526984,0.0002090312,0.000322694,0.02306235,0.8324464,0.1365058],"study_design_scores_gemma":[0.0005423726,0.0002500214,0.01431003,0.007095891,0.00031521,0.0004254002,0.01051627,0.0004559884,0.0004402596,0.08445408,0.8810065,0.0001878278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001266258,0.00410408,0.000977214,0.9674503,0.007936186,0.00007475091,0.0001587993,0.00007002683,0.01796236],"genre_scores_gemma":[0.07851319,0.02580811,0.01472661,0.8286021,0.02157226,0.001187964,0.0005083929,0.0003092324,0.02877207],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07190219,"threshold_uncertainty_score":0.2405367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2540275062","doi":"10.1016/s2215-0366(16)30264-4","title":"Safety and efficacy of adjunctive second-generation antidepressant therapy with a mood stabiliser or an atypical antipsychotic in acute bipolar depression: a systematic review and meta-analysis of randomised placebo-controlled trials","year":2016,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Mania; Hypomania; Bipolar disorder; Tolerability; Placebo; Internal medicine; Meta-analysis; Adjunctive treatment; Psychiatry; Randomized controlled trial; Major depressive disorder; Mood; Adverse effect","authors":[{"name":"Alexander McGirr","is_ca":true},{"name":"Paul A. Vöhringer","is_ca":false},{"name":"S. Nassir Ghaemi","is_ca":false},{"name":"Raymond W. Lam","is_ca":true},{"name":"Lakshmi N. Yatham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08794269650428736,"gpt":0.3742297681510208,"spread":0.2862870716467334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007548648,0.002443794,0.01671364,0.002792504,0.0004070131,0.002403763,0.002138547,0.00216821,0.003418195],"category_scores_gemma":[0.01484508,0.001099942,0.02309479,0.003065061,0.0008124955,0.001633841,0.001192252,0.002333267,0.0002475034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001838049,"about_ca_system_score_gemma":0.001627543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003533728,"about_ca_topic_score_gemma":0.0098488,"domain_scores_codex":[0.9961808,0.001453291,0.001242978,0.0005146621,0.0004710642,0.0001372127],"domain_scores_gemma":[0.9931191,0.004670451,0.001493844,0.0002145896,0.0003559498,0.0001460357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01730102,0.00009824315,0.001703906,0.449991,0.4988265,0.0001154763,0.0001168495,0.0005003312,0.0005372958,0.0001395782,0.0006788708,0.02999101],"study_design_scores_gemma":[0.006504494,0.0009731428,0.003614997,0.02036953,0.9654765,0.0001128208,0.00007226299,0.0001887391,0.000192864,0.0002444838,0.002211208,0.00003909345],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006771781,0.9919996,0.0002936735,0.000093407,0.0001680113,0.0002226586,0.0002164603,0.00001695652,0.0002173597],"genre_scores_gemma":[0.1665063,0.8289436,0.001908067,0.0009636241,0.0002654929,0.0004625578,0.0005185812,0.0000221517,0.000409614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01671364,"threshold_uncertainty_score":0.03992152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141202613","doi":"10.1016/s2215-0366(14)00022-4","title":"Early life adversity, genomic plasticity, and psychopathology","year":2014,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":147,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"National Institute of Mental Health; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; National Institutes of Health; McGill University","keywords":"Epigenetics; Epigenome; Psychopathology; DNA methylation; Psychology; Psychiatry; Bioinformatics; Medicine; Neuroscience; Biology; Genetics; Gene expression; Gene","authors":[{"name":"Gustavo Turecki","is_ca":true},{"name":"Vanessa Ota","is_ca":true},{"name":"Síntia Belangero","is_ca":false},{"name":"Andrea Parolin Jackowski","is_ca":false},{"name":"Joan Kaufman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02746039378927556,"gpt":0.3080951940202305,"spread":0.2806348002309549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006828897,0.0008294742,0.001190203,0.001030366,0.0002850534,0.0008723385,0.0009599027,0.001792284,0.00345919],"category_scores_gemma":[0.001000881,0.0002680426,0.0003255333,0.001703759,0.0009330892,0.0009461363,0.0008437519,0.001900014,0.001060343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008619595,"about_ca_system_score_gemma":0.001449951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0029461,"about_ca_topic_score_gemma":0.006440558,"domain_scores_codex":[0.9998664,0.00002894686,0.00001226375,0.00002654495,0.00005031427,0.00001553572],"domain_scores_gemma":[0.9996766,0.000181987,0.00004406051,0.00001079113,0.00005186466,0.00003473972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009343636,0.00004040999,0.0006704344,0.007171924,0.0001562344,0.000221583,0.00006591138,0.0004023286,0.0009226491,0.005967983,0.05352784,0.9307592],"study_design_scores_gemma":[0.00003518537,0.00006411599,0.00553837,0.004483969,0.0001967096,0.001354864,0.0001776233,0.0001443584,0.0003613774,0.01082433,0.9767791,0.00003998117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007308616,0.9982954,0.00007008507,0.0008776193,0.0002329522,0.000001108606,0.00001406573,0.000003647195,0.0004321095],"genre_scores_gemma":[0.0006719821,0.9982759,0.00005863453,0.0002461457,0.0003824447,0.000002472467,0.00001295024,5.538697e-7,0.0003489535],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00345919,"threshold_uncertainty_score":0.01157212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789602621","doi":"10.1016/s2215-0366(18)30090-7","title":"Long-term effects of discontinuation from antipsychotic maintenance following first-episode schizophrenia and related disorders: a 10 year follow-up of a randomised, double-blind trial","year":2018,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Discontinuation; Medicine; Quetiapine; Antipsychotic; Clinical trial; Psychiatry; Randomized controlled trial; Pediatrics; Placebo; Schizophrenia (object-oriented programming); Psychosis; Maintenance therapy; Internal medicine; Chemotherapy","authors":[{"name":"Christy Lai Ming Hui","is_ca":false},{"name":"William G. Honer","is_ca":true},{"name":"Edwin Lee","is_ca":false},{"name":"Wing Chung Chang","is_ca":false},{"name":"Sherry Kit Wa Chan","is_ca":false},{"name":"Emily S. M. Chen","is_ca":false},{"name":"E.P.F. Pang","is_ca":false},{"name":"Simon S. Y. Lui","is_ca":false},{"name":"Dicky W. S. Chung","is_ca":false},{"name":"Wai Song Yeung","is_ca":false},{"name":"Roger Ng","is_ca":false},{"name":"William Tak Lam Lo","is_ca":false},{"name":"Peter B. Jones","is_ca":false},{"name":"Pak C. Sham","is_ca":false},{"name":"Eric Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02077706972328249,"gpt":0.3014937462309715,"spread":0.280716676507689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003924653,0.002372286,0.006618251,0.0005732794,0.001128448,0.001741029,0.001368825,0.004866323,0.00459093],"category_scores_gemma":[0.005797888,0.001113161,0.005482927,0.0007503626,0.002162626,0.00230443,0.0008941061,0.004286512,0.001008393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789317,"about_ca_system_score_gemma":0.001628567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003649616,"about_ca_topic_score_gemma":0.004604973,"domain_scores_codex":[0.997655,0.001118013,0.0002050607,0.0004089123,0.0001531149,0.0004599105],"domain_scores_gemma":[0.9956443,0.001374497,0.001148805,0.0006123328,0.0002941952,0.0009258548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9926692,0.001398595,0.0007750798,0.0002613465,0.001047132,0.00002924471,0.00004546716,0.00008309024,0.0004612225,0.00001839218,0.0001586066,0.0030526],"study_design_scores_gemma":[0.9382511,0.05217029,0.006865752,0.00006818004,0.001677101,0.00004243653,0.00004728074,0.0001936675,0.0002204594,0.0001185087,0.0003107729,0.00003438789],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899608,0.006393187,0.0003634258,0.0004104004,0.0005021708,0.0009577008,0.0007017289,0.00005267357,0.0006579348],"genre_scores_gemma":[0.9919126,0.002412408,0.0004462769,0.0004855799,0.0006060025,0.001503992,0.0008698792,0.00001883397,0.001744301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006618251,"threshold_uncertainty_score":0.02075577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965604528","doi":"10.1016/s2215-0366(19)30076-8","title":"Neurobiological perspective of 22q11.2 deletion syndrome","year":2019,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":133,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; Institute for Clinical Evaluative Sciences; Mental Health Research Canada; SickKids Foundation; University Health Network; Toronto General Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Mental Health; National Institute on Deafness and Other Communication Disorders; Canadian Institutes of Health Research","keywords":"Perspective (graphical); Deletion syndrome; MEDLINE; Computational biology; Medicine; Psychology; Computer science; Biology; Artificial intelligence; Genetics; Gene; Phenotype","authors":[{"name":"Janneke Zinkstok","is_ca":false},{"name":"Erik Boot","is_ca":true},{"name":"Anne S. Bassett","is_ca":true},{"name":"Noboru Hiroi","is_ca":false},{"name":"Nancy J. Butcher","is_ca":true},{"name":"Claudia Vingerhoets","is_ca":false},{"name":"Jacob Vorstman","is_ca":false},{"name":"Thérèse van Amelsvoort","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07435280465013319,"gpt":0.3875643775490042,"spread":0.313211572898871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006954061,0.001225367,0.00184377,0.002535661,0.0003066346,0.001084259,0.001447642,0.001913225,0.003659919],"category_scores_gemma":[0.0008073862,0.0002747455,0.0004086299,0.002013654,0.0008012585,0.001571073,0.0008746356,0.002663052,0.001770045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129827,"about_ca_system_score_gemma":0.001319781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245703,"about_ca_topic_score_gemma":0.002502136,"domain_scores_codex":[0.9998401,0.00003448487,0.00002098326,0.00002894218,0.00005492938,0.00002051347],"domain_scores_gemma":[0.9995635,0.000240354,0.00004952507,0.00001221354,0.00008908546,0.00004518802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002037508,0.00004462721,0.0003153975,0.01556596,0.0002286957,0.002617177,0.0000781436,0.0006901581,0.002454694,0.01595491,0.1309324,0.830914],"study_design_scores_gemma":[0.00002554241,0.00004935897,0.0009092215,0.00423898,0.0001554095,0.005500316,0.0000633882,0.00007831222,0.0002848803,0.00598377,0.9826864,0.00002445782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004332546,0.9979061,0.00005191702,0.0009571654,0.0004401284,6.363883e-7,0.00001005642,0.00000415229,0.0005865371],"genre_scores_gemma":[0.0005897628,0.9976596,0.00007925072,0.0005290037,0.0007092491,0.000001882223,0.00002185998,9.972217e-7,0.0004084659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003659919,"threshold_uncertainty_score":0.01224369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288058388","doi":"10.1016/s2215-0366(22)00193-6","title":"Prevalence of suicidal ideation and self-harm behaviours in children aged 12 years and younger: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":123,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute; University of Ottawa","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Suicidal ideation; PsycINFO; Psychiatry; Suicide prevention; Poison control; Meta-analysis; Critical appraisal; Medicine; Harm; Injury prevention; Distress; Clinical psychology; MEDLINE; Psychology; Medical emergency; Alternative medicine","authors":[{"name":"Marie‐Claude Geoffroy","is_ca":true},{"name":"Samantha Bouchard","is_ca":true},{"name":"Megan Per","is_ca":true},{"name":"Bassam Khoury","is_ca":true},{"name":"Elise Chartrand","is_ca":true},{"name":"Johanne Renaud","is_ca":true},{"name":"Gustavo Turecki","is_ca":true},{"name":"Ian Colman","is_ca":true},{"name":"Massimiliano Orri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07933929144877483,"gpt":0.3648061366570708,"spread":0.285466845208296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007642416,0.002069723,0.01710472,0.004840209,0.0005089915,0.003173704,0.001832863,0.002540039,0.003689374],"category_scores_gemma":[0.02275221,0.001959176,0.03355276,0.005698221,0.000818816,0.001709171,0.002119832,0.002233437,0.0003171736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002087197,"about_ca_system_score_gemma":0.003313553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008821,"about_ca_topic_score_gemma":0.02932175,"domain_scores_codex":[0.9948413,0.001451529,0.002131793,0.0007239477,0.0006413316,0.0002100374],"domain_scores_gemma":[0.9899714,0.006650553,0.002102782,0.0003918789,0.0007128394,0.0001705968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001353339,0.00003087247,0.006616273,0.4614212,0.5162777,0.0001232726,0.0001670681,0.0001920012,0.0001967517,0.0000976458,0.0005618355,0.01296196],"study_design_scores_gemma":[0.0006313516,0.0001506333,0.008135378,0.03172362,0.9576921,0.0001312417,0.00009001094,0.00007309984,0.00005870124,0.000104274,0.001177745,0.00003191194],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006459902,0.9922718,0.0002849424,0.00008915744,0.000117458,0.0001745894,0.0004525436,0.00001969404,0.0001300157],"genre_scores_gemma":[0.1481643,0.8476363,0.001691079,0.0008252097,0.0001415263,0.0005720719,0.0006421164,0.00002696109,0.0003005869],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01710472,"threshold_uncertainty_score":0.04041743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2807810323","doi":"10.1016/s2215-0366(18)30180-9","title":"Maternal and infant outcomes associated with lithium use in pregnancy: an international collaborative meta-analysis of six cohort studies","year":2018,"lang":"en","type":"review","venue":"The Lancet Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto","funders":"National Center for Advancing Translational Sciences; H. Lundbeck A/S; Danmarks Frie Forskningsfond; National Institute of Mental Health; Vetenskapsrådet; Lundbeckfonden; Aarhus Universitet; European Commission; Ontario Ministry of Health and Long-Term Care; Aarhus Universitets Forskningsfond; National Institute for Health and Care Research; Svenska Läkaresällskapet; Institute for Clinical Evaluative Sciences; King's College London","keywords":"Meta-analysis; Pregnancy; Cohort study; Medicine; Obstetrics; Cohort; MEDLINE; Lithium (medication); Pediatrics; Psychology; Psychiatry; Internal medicine; Biology","authors":[{"name":"Trine Munk‐Olsen","is_ca":false},{"name":"Xiaoqin Liu","is_ca":false},{"name":"Alexander Viktorin","is_ca":false},{"name":"Hilary K. Brown","is_ca":true},{"name":"Arianna Di Florio","is_ca":false},{"name":"Brian M. D’Onofrio","is_ca":false},{"name":"Tara Gomes","is_ca":true},{"name":"Louise M. Howard","is_ca":false},{"name":"Hind Khalifeh","is_ca":false},{"name":"Holly Krohn","is_ca":false},{"name":"Henrik Larsson","is_ca":false},{"name":"Paul Lichtenstein","is_ca":false},{"name":"Clare Taylor","is_ca":false},{"name":"Inge van Kamp","is_ca":false},{"name":"Richard Wesseloo","is_ca":false},{"name":"Samantha Meltzer‐Brody","is_ca":false},{"name":"Simone N. Vigod","is_ca":true},{"name":"Veerle Bergink","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1350077355424747,"gpt":0.4074944380148801,"spread":0.2724867024724054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01853232,0.002665699,0.009500514,0.005450766,0.000953218,0.003188622,0.00241281,0.0018016,0.001891856],"category_scores_gemma":[0.03866355,0.001584422,0.04337449,0.008634405,0.0006013178,0.0009864329,0.002112717,0.001904011,0.0001809813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533898,"about_ca_system_score_gemma":0.002172783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01373227,"about_ca_topic_score_gemma":0.01753314,"domain_scores_codex":[0.9871849,0.006605573,0.002708978,0.001912329,0.001102228,0.0004859749],"domain_scores_gemma":[0.9688526,0.02120647,0.004286435,0.00325939,0.001935454,0.0004595992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002512419,0.00002502617,0.04524488,0.01492461,0.9314184,0.0001593731,0.00007127877,0.0007991112,0.0001855185,0.0000785884,0.0004882409,0.0040926],"study_design_scores_gemma":[0.0004364609,0.0001200631,0.02631743,0.001523817,0.9702621,0.0001119398,0.00003430339,0.0003276933,0.00008947315,0.0001521469,0.0006025254,0.00002211203],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1323222,0.8538811,0.005066621,0.0007390411,0.0003696331,0.000526521,0.005928587,0.0002029632,0.000963332],"genre_scores_gemma":[0.845639,0.1402174,0.006049739,0.0009293816,0.0002294083,0.001265066,0.005138476,0.0001383916,0.0003931144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01853232,"threshold_uncertainty_score":0.09800947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134976429","doi":"10.1016/s2215-0366(15)00109-1","title":"Effect of an early perinatal depression intervention on long-term child development outcomes: follow-up of the Thinking Healthy Programme randomised controlled trial","year":2015,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Economic and Social Research Council; Grand Challenges Canada","keywords":"Socioemotional selectivity theory; Strengths and Difficulties Questionnaire; Randomized controlled trial; Wechsler Preschool and Primary Scale of Intelligence; Psychological intervention; Edinburgh Postnatal Depression Scale; Anxiety; Cluster randomised controlled trial; Wechsler Adult Intelligence Scale; Psychology; Intervention (counseling); Bayley Scales of Infant Development; Medicine; Depression (economics); Child development; Clinical psychology; Pediatrics; Cognition; Wechsler Intelligence Scale for Children; Mental health; Psychiatry; Developmental psychology; Depressive symptoms; Psychomotor learning","authors":[{"name":"Joanna Maselko","is_ca":false},{"name":"Siham Sikander","is_ca":false},{"name":"Sonia Bhalotra","is_ca":false},{"name":"Omer Bangash","is_ca":false},{"name":"Nima Ganga","is_ca":false},{"name":"S. Mukherjee","is_ca":false},{"name":"Helen L. Egger","is_ca":false},{"name":"Lauren Franz","is_ca":false},{"name":"Amina Bibi","is_ca":false},{"name":"Rakhshanda Liaqat","is_ca":false},{"name":"Misbah Kanwal","is_ca":false},{"name":"Tayyaba Naseem Abbasi","is_ca":false},{"name":"Nida Ameen","is_ca":false},{"name":"Atıf Rahman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02790784247277467,"gpt":0.3411035703794835,"spread":0.3131957279067088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00330504,0.002373742,0.006338221,0.0006266832,0.0008109211,0.001842661,0.001606723,0.003895176,0.009345576],"category_scores_gemma":[0.007163749,0.001111616,0.004948928,0.0006759227,0.001781585,0.001900023,0.001150004,0.00511956,0.0008814919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478551,"about_ca_system_score_gemma":0.001959143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006653598,"about_ca_topic_score_gemma":0.00536969,"domain_scores_codex":[0.9974467,0.001297508,0.0002412823,0.0004971149,0.0001681732,0.000349293],"domain_scores_gemma":[0.9974346,0.001175849,0.000492577,0.0002795789,0.0001401407,0.0004771986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9878468,0.001702152,0.0004581579,0.001063605,0.002737449,0.00003842618,0.00004497512,0.0001208632,0.000327697,0.00009426996,0.0003369859,0.005228597],"study_design_scores_gemma":[0.9837111,0.01171205,0.001593409,0.0001440145,0.002266208,0.00001445245,0.00002106536,0.0001225867,0.00008108254,0.000155876,0.0001645343,0.00001361675],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661343,0.01455483,0.001465739,0.002003059,0.002600796,0.008124822,0.001825665,0.0001711445,0.003119612],"genre_scores_gemma":[0.9785872,0.004757752,0.001989661,0.001412724,0.0008413054,0.007654608,0.0009759332,0.00002849157,0.003752274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009345576,"threshold_uncertainty_score":0.03126401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}