{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":85,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":85,"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":"68085c6fc8be","filters":{"venue":"Brazilian Journal of Psychiatry"}},"results":[{"id":"W2011152776","doi":"10.1590/s1516-44462008000300011","title":"Increased oxidative stress as a mechanism for decreased BDNF levels in acute manic episodes","year":2008,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":152,"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; McMaster University","funders":"Hospital de Clínicas de Porto Alegre; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação Instituto de Pesquisas Econômicas; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Alliance for Research on Schizophrenia and Depression","keywords":"Oxidative stress; Thiobarbituric acid; Neurotrophic factors; Internal medicine; Brain-derived neurotrophic factor; Endocrinology; Pathophysiology; Lipid peroxidation; Bipolar disorder; Mania; Medicine; Psychology; Lithium (medication); Receptor","authors":[{"name":"Flávio Kapczinski","is_ca":false},{"name":"Benício N. Frey","is_ca":true},{"name":"Ana C. Andreazza","is_ca":false},{"name":"Marcia Kauer‐Sant’Anna","is_ca":true},{"name":"Angelo B.M. Cunha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01840853180741144,"gpt":0.2917163606843445,"spread":0.2733078288769331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002090495,0.0002430261,0.0005388309,0.0003146032,0.000112563,0.0000129067,0.0001695936,0.0001316606,0.000183137],"category_scores_gemma":[0.00008890287,0.0001971751,0.0003530429,0.000220045,0.00006276622,0.000160836,0.00001685925,0.0002904413,0.00002062871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009502225,"about_ca_system_score_gemma":0.0008147729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009015216,"about_ca_topic_score_gemma":0.0005268527,"domain_scores_codex":[0.9984326,0.00008056163,0.0006142111,0.0002226368,0.0003262344,0.0003237969],"domain_scores_gemma":[0.9987958,0.0000732234,0.0003363535,0.0002364829,0.0002187103,0.0003394169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004289551,0.00459994,0.9623241,0.0002509118,0.002252016,0.0006240395,0.001211075,0.000002646824,0.004798945,0.0135212,0.001962791,0.00416278],"study_design_scores_gemma":[0.02548959,0.003971775,0.9081374,0.0008738766,0.001025122,0.005102719,0.001179675,0.0000685918,0.01487477,0.03861163,0.0002749843,0.000389849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902012,0.00283444,0.002099831,0.003026301,0.0004678456,0.0005808236,0.00009549052,0.00001868935,0.0006753455],"genre_scores_gemma":[0.9756719,0.0002240515,0.02295646,0.0005873641,0.0002331648,0.00002052072,0.00002078465,0.00004007856,0.0002456009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05418668,"threshold_uncertainty_score":0.8040569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029978267","doi":"10.1590/1516-4446-2020-0935","title":"How can we improve antidepressant adherence in the management of depression? A targeted review and 10 clinical recommendations","year":2020,"lang":"en","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"Medical Research Council; Sunovion; Teva Pharmaceutical Industries; National Health and Medical Research Council; Servier; Pfizer; National Institutes of Health; H. Lundbeck A/S; Beyond Blue; Allergan; Bristol-Myers Squibb","keywords":"Medicine; Psychoeducation; Antidepressant; Psychological intervention; Tolerability; Psychiatry; Mental health; Major depressive disorder; Depression (economics); Adverse effect; Intensive care medicine; Cognition; Pharmacology; Anxiety","authors":[{"name":"Marco Solmi","is_ca":false},{"name":"Alessandro Miola","is_ca":false},{"name":"Giovanni Croatto","is_ca":false},{"name":"Giorgio Pigato","is_ca":false},{"name":"Angela Favaro","is_ca":false},{"name":"Michele Fornaro","is_ca":false},{"name":"Michael Berk","is_ca":false},{"name":"Lee Smith","is_ca":false},{"name":"João Quevedo","is_ca":false},{"name":"Michaël Maes","is_ca":false},{"name":"Christoph U. Correll","is_ca":false},{"name":"André F. Carvalho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05090298263557626,"gpt":0.3902849452620302,"spread":0.339381962626454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001060137,0.0004456532,0.002729775,0.0002169782,0.00005686615,0.00003854383,0.0005781623,0.0002371889,0.0001368332],"category_scores_gemma":[0.0001542537,0.0002472541,0.0008479626,0.000502871,0.0001058688,0.0001196939,0.0001425011,0.001194675,0.000005360138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004494459,"about_ca_system_score_gemma":0.0005103851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002707484,"about_ca_topic_score_gemma":0.00001056117,"domain_scores_codex":[0.9959208,0.0007257485,0.002142644,0.0004527124,0.0005142245,0.000243812],"domain_scores_gemma":[0.996155,0.0002220771,0.00254803,0.0006854114,0.000124328,0.0002652024],"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":[0.00006863633,0.0004820676,0.001823854,0.05461995,0.0008570356,0.0001911006,0.00002977384,1.520731e-8,2.786429e-7,0.0000262745,0.03449406,0.9074069],"study_design_scores_gemma":[0.001922849,0.0007629816,0.00212741,0.2195429,0.008679521,0.000709886,0.0001719623,6.642508e-7,4.704416e-7,0.0001265853,0.765755,0.000199792],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001679894,0.9703399,0.00001750172,0.02674512,0.0008293503,0.001711951,0.00007604763,0.000009568459,0.0002537522],"genre_scores_gemma":[0.00007646449,0.9898424,0.008923972,0.000424853,0.000317549,0.00004453191,0.00003749943,0.0000456476,0.0002870987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9072071,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990652777","doi":"10.1590/s1516-44462009000500003","title":"Revisão das diretrizes da Associação Médica Brasileira para o tratamento da depressão (Versão integral)","year":2009,"lang":"pt","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Medicine; Gynecology","authors":[{"name":"Marcelo Pio de Almeida Fleck","is_ca":false},{"name":"Marcelo T. Berlim","is_ca":true},{"name":"Beny Lafer","is_ca":false},{"name":"Éverton Botelho Sougey","is_ca":false},{"name":"José Alberto Del Porto","is_ca":false},{"name":"Marco Antônio Alves Brasil","is_ca":false},{"name":"Mário F. Juruena","is_ca":false},{"name":"Luis Alberto Hetem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03007757177525769,"gpt":0.3409494996944936,"spread":0.310871927919236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001481511,0.001234834,0.002308212,0.0009291578,0.0004542899,0.0004427812,0.00142907,0.000862929,0.00167333],"category_scores_gemma":[0.0007033289,0.001017087,0.001661732,0.001088221,0.000285474,0.00110676,0.0001225083,0.002573205,0.0003344936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006443514,"about_ca_system_score_gemma":0.001420191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002660293,"about_ca_topic_score_gemma":0.00003699101,"domain_scores_codex":[0.9914688,0.0007595845,0.002972908,0.001010643,0.002422781,0.001365311],"domain_scores_gemma":[0.9929315,0.0003164586,0.003154889,0.001484159,0.0004912272,0.001621705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004164601,0.005812615,0.5352268,0.0005137675,0.002350638,0.001384762,0.001641224,0.00001475777,0.002825233,0.0007463742,0.356606,0.08871323],"study_design_scores_gemma":[0.02633414,0.01118088,0.9021221,0.01634037,0.005840647,0.002223042,0.004418428,0.00008484581,0.001430691,0.00183186,0.0264764,0.001716607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7768289,0.1506566,0.001048865,0.04380502,0.01590787,0.001922091,0.0002706525,0.0002500013,0.009310039],"genre_scores_gemma":[0.9759398,0.002594484,0.006570349,0.003275348,0.004631736,0.000007058146,0.00007439134,0.000173838,0.00673301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3668953,"threshold_uncertainty_score":0.9997279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989144293","doi":"10.1590/s1516-44462006000300007","title":"Do defense mechanisms vary according to the psychiatric disorder?","year":2006,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Panic disorder; Psychiatry; Psychology; Clinical psychology; Neuroticism; Panic; Anxiety; Anxiety disorder; Major depressive disorder; Psychological intervention; Medicine; Personality; Cognition","authors":[{"name":"Carolina Blaya","is_ca":false},{"name":"Marina Dornelles","is_ca":false},{"name":"Rodrigo Blaya","is_ca":false},{"name":"Letícia Kipper","is_ca":false},{"name":"Elizeth Heldt","is_ca":false},{"name":"Luciano Isolan","is_ca":false},{"name":"Michael Bond","is_ca":true},{"name":"Gisele Gus Manfro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011744925595868,"gpt":0.2824082710142994,"spread":0.2722908217583407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001273342,0.0003812653,0.0005148213,0.0004942315,0.0003894153,0.000109461,0.001094798,0.0002428805,0.001011415],"category_scores_gemma":[0.00003692726,0.0002798871,0.0005891049,0.0009833587,0.0001196812,0.0001574275,0.00006244452,0.0007446713,0.0005589222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003570713,"about_ca_system_score_gemma":0.0001739098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001363038,"about_ca_topic_score_gemma":0.0005186308,"domain_scores_codex":[0.9967537,0.0004395083,0.001120602,0.0004746358,0.0004911516,0.0007204102],"domain_scores_gemma":[0.9980265,0.0001122119,0.0006833813,0.0007625613,0.0001618009,0.0002535364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001092952,0.001476109,0.2605108,0.00004042214,0.0002568387,0.0001103275,0.001576344,0.0002288256,0.0001256846,0.2638199,0.4443934,0.02636827],"study_design_scores_gemma":[0.005709991,0.002038035,0.3706788,0.0001396514,0.0004095163,0.004241674,0.02058146,0.00001455813,0.000005279775,0.4068018,0.1882384,0.001140825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7251121,0.02406038,0.06853695,0.08604407,0.03870371,0.000806463,0.00008707333,0.0001125163,0.05653673],"genre_scores_gemma":[0.9753928,0.00005064362,0.0139475,0.005953278,0.003326402,0.00002388773,0.000006111835,0.00008759025,0.00121182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.256155,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964759865","doi":"10.1590/s1516-44462004000400010","title":"Versão em português do Defense Style Questionaire (DSQ-40) para avaliação dos mecanismos de defesa: um estudo preliminar","year":2004,"lang":"pt","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Martial Arts: Techniques, Psychology, and Education","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Questionnaire; Humanities; Psychology; Art; Sociology; Social science","authors":[{"name":"Carolina Blaya","is_ca":false},{"name":"Letícia Kipper","is_ca":false},{"name":"Elizeth Heldt","is_ca":false},{"name":"Luciano Isolan","is_ca":false},{"name":"Lúcia Helena Freitas Ceitlin","is_ca":false},{"name":"Michael Bond","is_ca":true},{"name":"Gisele Gus Manfro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02466561360078938,"gpt":0.3327448929867881,"spread":0.3080792793859987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003203823,0.0005968835,0.000763427,0.0004580421,0.001113157,0.0002790159,0.001138803,0.0007395244,0.0009989209],"category_scores_gemma":[0.0004339941,0.0006104103,0.0007241321,0.0007942214,0.0005414468,0.0008124169,0.00007986268,0.001219559,0.0002459121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007831476,"about_ca_system_score_gemma":0.004126446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005991245,"about_ca_topic_score_gemma":0.002603953,"domain_scores_codex":[0.9944991,0.000813448,0.001679839,0.0006892747,0.001145747,0.001172587],"domain_scores_gemma":[0.9957176,0.0001070686,0.001766291,0.0006657187,0.0006747794,0.001068501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003260466,0.006786076,0.1314454,0.0006504996,0.001169335,0.0005081206,0.2209041,0.0004515607,0.0004091976,0.06627285,0.4815125,0.0866299],"study_design_scores_gemma":[0.00922484,0.008265927,0.3582629,0.004554255,0.002192187,0.002954233,0.2304457,0.00004004371,0.0004193669,0.27075,0.1094759,0.00341462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8604344,0.0116784,0.008643785,0.08015941,0.02809921,0.001371943,0.00005875767,0.0002784505,0.009275642],"genre_scores_gemma":[0.9772725,0.001665627,0.01208886,0.001980257,0.005080717,0.00002501574,0.000008897376,0.00008979005,0.001788316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3720366,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980452905","doi":"10.1590/s1516-44462000000600004","title":"Transtorno da conduta e comportamento anti-social","year":2000,"lang":"pt","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Psychology","authors":[{"name":"Isabel AS Bordin","is_ca":false},{"name":"David R. Offord","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03556826880128424,"gpt":0.3412348973827868,"spread":0.3056666285815026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001031038,0.0003112824,0.0007211219,0.0001224927,0.001806071,0.0001893867,0.0007005164,0.0002696247,0.009355255],"category_scores_gemma":[0.00003261347,0.0003025044,0.000698273,0.0006289394,0.0007415731,0.0004226031,0.00001548615,0.0006122785,0.0002257984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636621,"about_ca_system_score_gemma":0.001540365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002784168,"about_ca_topic_score_gemma":0.001474021,"domain_scores_codex":[0.9964886,0.00041773,0.001151105,0.0002693439,0.001090835,0.0005824019],"domain_scores_gemma":[0.9983395,0.00008762612,0.0007327288,0.0001238104,0.0003295182,0.0003867983],"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":[0.0002266406,0.001912939,0.2034725,0.0001091675,0.001056324,0.00003467421,0.1756434,0.00001356163,0.00003084795,0.02491426,0.5724195,0.02016626],"study_design_scores_gemma":[0.001743038,0.0003350286,0.3106309,0.0002670748,0.0004017574,0.00003464381,0.09736265,0.000001494364,0.000003558496,0.008769811,0.5798557,0.0005943845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364874,0.008650728,0.000009282391,0.1058697,0.01017683,0.0002128172,0.00006516128,0.00002139925,0.03850667],"genre_scores_gemma":[0.9680713,0.00175358,0.0002363632,0.001680791,0.009496358,0.000002378805,0.000005089832,0.00003353115,0.01872055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.131584,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2180976690","doi":"10.1590/1516-4446-2014-1507","title":"Religious coping and its influence on psychological distress, medication adherence, and quality of life in inflammatory bowel disease","year":2015,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Coping (psychology); Anxiety; Clinical psychology; Medicine; Hospital Anxiety and Depression Scale; Psychological adaptation; Distress; Psychological distress; Quality of life (healthcare); Inflammatory bowel disease; Disease; Ulcerative colitis; Psychiatry; Mental health; Psychology; Internal medicine","authors":[{"name":"Thiago Holanda Freitas","is_ca":false},{"name":"Thomas Hyphantis","is_ca":false},{"name":"Elias Andreoulakis","is_ca":false},{"name":"João Quevedo","is_ca":false},{"name":"Hesley Lucena Landim Miranda","is_ca":false},{"name":"Gilberto Sousa Alves","is_ca":false},{"name":"Marcellus Henrique Loiola Ponte de Souza","is_ca":false},{"name":"Lúcia Libanez Bessa Campelo Braga","is_ca":false},{"name":"Kenneth I. Pargäment","is_ca":false},{"name":"Joanna K. Soczynska","is_ca":true},{"name":"Roger S. McIntyre","is_ca":true},{"name":"André F. Carvalho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04254190974754275,"gpt":0.3755176191859649,"spread":0.3329757094384222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002157829,0.000121567,0.0002924251,0.0001417311,0.00009229684,0.00003456042,0.0002753376,0.0001611876,0.00001157879],"category_scores_gemma":[0.00136537,0.0001056226,0.00006015738,0.0001749818,0.0004940795,0.0002149074,0.00002283378,0.0002901203,0.000004146823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002876497,"about_ca_system_score_gemma":0.0003465372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002598375,"about_ca_topic_score_gemma":0.00103888,"domain_scores_codex":[0.9975682,0.0006297528,0.0008675478,0.0002266577,0.0005013971,0.0002063915],"domain_scores_gemma":[0.9981634,0.0001485969,0.0006902361,0.000170818,0.0001945418,0.0006323835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005275584,0.0001853817,0.9754312,0.00008008154,0.00001243457,0.000006066826,0.003271053,0.00001330799,0.00001461419,0.01319277,0.0067238,0.0005416999],"study_design_scores_gemma":[0.001406778,0.0002402258,0.9734322,0.0002544009,0.00001108757,0.00000494699,0.00172517,0.000002594979,9.651322e-7,0.02220036,0.0005991687,0.0001220329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791486,0.009683137,0.00001507592,0.008884985,0.0009629895,0.0001391606,0.000007989567,0.00000995978,0.001148127],"genre_scores_gemma":[0.9962692,0.002137272,0.0001694362,0.00108554,0.0003135204,0.000002895116,0.000001188688,0.000006119834,0.00001477272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01712068,"threshold_uncertainty_score":0.4307164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983316971","doi":"10.1590/s1516-44462009000500004","title":"Quais são os recentes achados clínicos sobre a associação entre depressão e suicídio?","year":2009,"lang":"pt","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Humanities; Psychology; Philosophy","authors":[{"name":"Eduardo Chachamovich","is_ca":true},{"name":"Sabrina Stefanello","is_ca":false},{"name":"Neury José Botega","is_ca":false},{"name":"Gustavo Turecki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03507228208900632,"gpt":0.3457882310841446,"spread":0.3107159489951383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00267341,0.002463248,0.007098489,0.001458744,0.0008105504,0.0003476205,0.003292613,0.002260291,0.005917265],"category_scores_gemma":[0.0006475775,0.002138906,0.005698236,0.001567598,0.0003029018,0.0005209387,0.0002931912,0.005489153,0.002396809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005336201,"about_ca_system_score_gemma":0.002205239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004179405,"about_ca_topic_score_gemma":0.0003732795,"domain_scores_codex":[0.9850557,0.002929162,0.00612158,0.001676156,0.001827865,0.002389465],"domain_scores_gemma":[0.9864205,0.001006009,0.008405438,0.00190228,0.001074047,0.001191789],"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":[0.0007101581,0.002740405,0.02808952,0.004189453,0.00943762,0.000702296,0.003666227,0.000003130165,0.000002605226,0.0005160558,0.4112749,0.5386676],"study_design_scores_gemma":[0.0068166,0.002395743,0.007573077,0.01164086,0.009558041,0.004299838,0.009061849,0.000004025276,0.000002387348,0.00224005,0.9438087,0.00259877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008224415,0.95816,0.0001567329,0.007312122,0.02060976,0.001559914,0.0003766117,0.0001094022,0.01089296],"genre_scores_gemma":[0.001815821,0.9800262,0.001462555,0.002993015,0.007755587,0.00005224014,0.00008823443,0.0003789283,0.005427431],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5360688,"threshold_uncertainty_score":0.999035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386267524","doi":"10.47626/1516-4446-2023-3126","title":"Treatment resistance in schizophrenia: a meta-analysis of prevalence and correlates","year":2023,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"Cilag; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Daiichi-Sankyo; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Allergan; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Meta-analysis; Schizophrenia (object-oriented programming); Resistance (ecology); Psychology; Clinical psychology; Psychiatry; Medicine; Internal medicine; Biology","authors":[{"name":"Elton Diniz","is_ca":false},{"name":"Laís Fonseca","is_ca":false},{"name":"Deyvis Rocha","is_ca":false},{"name":"Alisson Paulino Trevizol","is_ca":true},{"name":"Raphael O. Cerqueira","is_ca":false},{"name":"Bruno Bertolucci Ortiz","is_ca":false},{"name":"André R. Brunoni","is_ca":false},{"name":"Rodrigo A. Bressan","is_ca":false},{"name":"Christoph U. Correll","is_ca":false},{"name":"Ary Gadelha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03685725426148525,"gpt":0.3252272559747746,"spread":0.2883700017132894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003816332,0.0001684543,0.001075749,0.001138665,0.00003685598,0.00001344229,0.0001054834,0.00006360613,0.0001958053],"category_scores_gemma":[0.0000900934,0.0001091996,0.0008492604,0.001634538,0.00009424002,0.00008874205,0.00002017824,0.0001824208,0.000009833208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006132571,"about_ca_system_score_gemma":0.0004355147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001526209,"about_ca_topic_score_gemma":0.001314619,"domain_scores_codex":[0.9983857,0.0001047161,0.0006503121,0.0002085968,0.0004221825,0.0002284753],"domain_scores_gemma":[0.9988934,0.0001599748,0.0003109617,0.0002866822,0.0001220203,0.000226994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01408896,0.0008818273,0.8507288,0.0003085964,0.1266075,0.000614559,0.0004307517,0.0000695667,0.00008625667,0.003475001,0.0008976267,0.001810565],"study_design_scores_gemma":[0.005868576,0.001103006,0.9002873,0.00008874547,0.08803976,0.00009428916,0.0001441146,0.000101703,0.00008650089,0.004037163,0.00005519585,0.00009361612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957611,0.0347628,0.000007830175,0.007019469,0.0001210417,0.0002258936,0.00004377696,0.00001150723,0.0001966595],"genre_scores_gemma":[0.9874954,0.002342156,0.00914913,0.0000277769,0.00005485063,0.00001261979,0.000006094408,0.00001392101,0.0008980802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04955849,"threshold_uncertainty_score":0.4453029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165576583","doi":"10.1590/s1516-44462008005000002","title":"Compras compulsivas: uma revisão e um relato de caso","year":2008,"lang":"pt","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":53,"is_retracted":false,"has_abstract":true,"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":"","keywords":"Medicine; Body dysmorphic disorder; Psychology; Psychotherapist","authors":[{"name":"Hermano Tavares","is_ca":false},{"name":"Daniela Sabbatini S Lobo","is_ca":true},{"name":"Daniel Fuentes","is_ca":false},{"name":"Donald W. Black","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03347117443385749,"gpt":0.3026516527858659,"spread":0.2691804783520084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001382696,0.001621064,0.004579059,0.001546256,0.001038823,0.0006336044,0.002175544,0.0007268674,0.001382243],"category_scores_gemma":[0.0003704375,0.001470916,0.00333353,0.001746546,0.0004808017,0.001275347,0.000668211,0.003157253,0.002062799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003915984,"about_ca_system_score_gemma":0.001555836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000099412,"about_ca_topic_score_gemma":0.0003080667,"domain_scores_codex":[0.9918703,0.000327074,0.004272606,0.0008572069,0.001367446,0.001305331],"domain_scores_gemma":[0.9897876,0.0002228376,0.007426238,0.001135009,0.001201718,0.0002265505],"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":[0.00009025567,0.0006053865,0.332286,0.01575945,0.001688978,0.0008952913,0.0001105536,0.000002263525,8.098727e-7,0.0005909856,0.1666216,0.4813484],"study_design_scores_gemma":[0.001605859,0.0001056667,0.02539121,0.03504178,0.005337009,0.004559949,0.0004303969,0.00001725868,5.537126e-8,0.0001257004,0.9260515,0.001333627],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003592799,0.9764913,0.0001206036,0.003421671,0.01170351,0.000905093,0.00003136481,0.00007540204,0.003658243],"genre_scores_gemma":[0.001038386,0.9878836,0.00301589,0.000759194,0.005165577,0.00001512552,0.00003877684,0.0003274627,0.001755985],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7594299,"threshold_uncertainty_score":0.9996537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2553937661","doi":"10.1590/1516-4446-2016-1953","title":"Validation of the Brazilian Portuguese version of the Premenstrual Symptoms Screening Tool (PSST) and association of PSST scores with health-related quality of life","year":2016,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Cronbach's alpha; Psychology; Quality of life (healthcare); Portuguese; Premenstrual dysphoric disorder; Clinical psychology; Internal consistency; Discriminant validity; Psychiatry; Psychometrics; Medicine; Menstrual cycle; Internal medicine","authors":[{"name":"Rachel de Aquino Câmara","is_ca":false},{"name":"Cristiano A. Köhler","is_ca":false},{"name":"Benício N. Frey","is_ca":true},{"name":"Thomas Hyphantis","is_ca":false},{"name":"André F. Carvalho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01537416330402017,"gpt":0.2831454318901169,"spread":0.2677712685860967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001873411,0.0001435755,0.0006243855,0.000128942,0.00008284023,0.000003137469,0.0001800609,0.0001328834,0.00005185812],"category_scores_gemma":[0.0006439731,0.00007274393,0.0001979831,0.0003387906,0.0002272832,0.000161804,0.00003637052,0.0002358649,3.466839e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006518642,"about_ca_system_score_gemma":0.001329453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001780292,"about_ca_topic_score_gemma":0.0001034799,"domain_scores_codex":[0.9965672,0.0003957117,0.0017431,0.0001436778,0.0009383698,0.0002119667],"domain_scores_gemma":[0.9944237,0.000158975,0.004409018,0.0003217155,0.0005070044,0.0001796204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002065301,0.000197487,0.9843607,0.0008217777,0.0001743784,1.591667e-7,0.0004270213,0.00001320745,0.00300741,0.0002357503,0.001110802,0.007586031],"study_design_scores_gemma":[0.00602813,0.001242392,0.9860206,0.002692108,0.000123199,0.00001841007,0.00105957,0.000009122279,0.002433382,0.0002813579,0.00001834412,0.0000734445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906868,0.0009376236,0.0001083633,0.007128594,0.0005277746,0.0004000024,0.00005388866,0.000004421693,0.0001525447],"genre_scores_gemma":[0.998509,0.00008798839,0.001031776,0.0002142022,0.00006772859,8.082413e-7,0.000003097088,0.00001380077,0.00007158377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007822228,"threshold_uncertainty_score":0.2966411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896349507","doi":"10.1590/1516-4446-2017-2328","title":"Metabolic syndrome and psychiatric disorders: a population-based study","year":2018,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Mood disorders; Anxiety; Depression (economics); Psychiatry; Metabolic syndrome; Bipolar disorder; Medicine; Population; Mini-international neuropsychiatric interview; Mood; National Cholesterol Education Program; Internal medicine; Obesity; Environmental health","authors":[{"name":"Fernanda Pedrotti Moreira","is_ca":false},{"name":"Karen Jansen","is_ca":false},{"name":"Taiane de A. Cardoso","is_ca":false},{"name":"Thaíse Campos Mondin","is_ca":false},{"name":"Pedro Vieira da Silva Magalhães","is_ca":false},{"name":"Flávio Kapczinski","is_ca":true},{"name":"Luciano Dias de Mattos Souza","is_ca":false},{"name":"Ricardo Azevedo da Silva","is_ca":false},{"name":"Jean Pierre Oses","is_ca":false},{"name":"Carolina David Wiener","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006851937641161411,"gpt":0.2577312524693989,"spread":0.2508793148282375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007448117,0.0002384386,0.0007581644,0.0005355066,0.0001731168,0.00005085182,0.0001714519,0.00009667737,0.0001591649],"category_scores_gemma":[0.00008989465,0.0001932799,0.0004790887,0.0005483972,0.00007904509,0.0001821846,0.00002058319,0.0003273731,0.00002752866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002124464,"about_ca_system_score_gemma":0.0002899728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003073003,"about_ca_topic_score_gemma":0.001324866,"domain_scores_codex":[0.9980032,0.0001507274,0.0006821585,0.0002727917,0.0005988756,0.0002922164],"domain_scores_gemma":[0.9986368,0.00002630786,0.0003626898,0.0004585475,0.0001873053,0.0003282787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00023818,0.0009696826,0.938568,0.00008283703,0.0007079627,0.00002317784,0.0001318039,0.000004021057,0.000002977323,0.00008279973,0.0007912397,0.0583973],"study_design_scores_gemma":[0.00521938,0.003030842,0.9842026,0.0001239942,0.001102049,0.0004206314,0.0004419541,0.00002383663,0.000005090631,0.001242561,0.003989717,0.0001973155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838776,0.0103953,0.0003702198,0.002337196,0.002099253,0.0005518979,0.000004671258,0.00003155176,0.0003323233],"genre_scores_gemma":[0.9894964,0.00006543048,0.00830038,0.0004465742,0.001567802,0.000006668145,0.000003156129,0.00004607197,0.00006759289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05819999,"threshold_uncertainty_score":0.7881727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089541107","doi":"10.1590/s1516-44462005000600005","title":"Postpartum depression: we know the risks, can it be prevented?","year":2005,"lang":"en","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; St. Joseph’s Healthcare Hamilton; Hospital for Sick Children; McMaster University; McMaster Children's Hospital; Brock University","funders":"","keywords":"Postpartum depression; Psychosocial; Depression (economics); Mood; Vulnerability (computing); Pregnancy; Psychiatry; Interpersonal communication; Psychology; Postpartum period; Medicine; Interpersonal psychotherapy; Clinical psychology; Randomized controlled trial; Internal medicine","authors":[{"name":"Dawn Zinga","is_ca":true},{"name":"Shauna Dae Phillips","is_ca":true},{"name":"L. Ingeborgh van den Born","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05771168524113338,"gpt":0.391138874159341,"spread":0.3334271889182076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008067694,0.0006350145,0.002005413,0.0002932045,0.0002581903,0.00005318855,0.0007719267,0.0004321543,0.0007965367],"category_scores_gemma":[0.00006059918,0.000362006,0.00133386,0.0002965812,0.0001174033,0.0001182174,0.000103881,0.002142961,0.00009051029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816453,"about_ca_system_score_gemma":0.001971635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001366449,"about_ca_topic_score_gemma":0.00007888856,"domain_scores_codex":[0.9956946,0.000480657,0.002090195,0.0003685217,0.0007680602,0.0005979848],"domain_scores_gemma":[0.9961094,0.0001648548,0.002146074,0.0007859626,0.0001242058,0.0006695134],"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":[0.0003190822,0.0004443317,0.001289834,0.07098268,0.0005481307,0.0002050913,0.0001633689,6.271948e-7,5.478528e-8,0.00008989638,0.06480229,0.8611546],"study_design_scores_gemma":[0.0006268148,0.0003785729,0.0003278054,0.2631412,0.001485972,0.007797889,0.00005484984,5.281211e-7,0.000001190462,0.00006745717,0.7258927,0.0002250381],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003041422,0.9573849,0.00000545734,0.03431896,0.006054589,0.0009578185,0.00009796509,0.00002426611,0.00112563],"genre_scores_gemma":[0.00005530601,0.9868709,0.0008252696,0.00222526,0.004844069,0.00002847121,0.00002540091,0.0001062848,0.005019034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8609296,"threshold_uncertainty_score":0.9998832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210218612","doi":"10.1590/1516-4446-2021-2156","title":"Melatonin use during pregnancy and lactation: A scoping review of human studies","year":2021,"lang":"en","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Sleep and related disorders","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; Centre for Addiction and Mental Health; University of Toronto; McMaster University","funders":"","keywords":"Melatonin; Breastfeeding; Pregnancy; Medicine; Lactation; Clinical trial; MEDLINE; Animal studies; Pediatrics; Internal medicine; Biology","authors":[{"name":"Tya Vine","is_ca":true},{"name":"Gregory M. Brown","is_ca":true},{"name":"Benício N. Frey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06377080670636294,"gpt":0.4170864054239616,"spread":0.3533155987175987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003491279,0.0004179204,0.002753805,0.0003741822,0.0001364087,0.0000299142,0.0002838134,0.0003439767,0.0004226575],"category_scores_gemma":[0.0001725896,0.0003257233,0.0009126048,0.0005043995,0.0001546915,0.0001899096,0.0000674572,0.0008242595,0.00001063927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003576239,"about_ca_system_score_gemma":0.0004420134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001892733,"about_ca_topic_score_gemma":0.00001206136,"domain_scores_codex":[0.9962787,0.0005723693,0.002238186,0.0003477718,0.0002934345,0.0002695377],"domain_scores_gemma":[0.9962134,0.0001905693,0.002755762,0.0004105727,0.0002956004,0.0001340561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000134243,0.0003548489,0.0006656362,0.6665062,0.008789168,0.0002594882,0.0009318513,1.94449e-7,2.7407e-7,0.001594022,0.004431963,0.3164529],"study_design_scores_gemma":[0.0009016197,0.0001433317,0.00006113969,0.9803137,0.004384488,0.001415376,0.0006610617,7.801866e-9,2.379996e-7,0.00007503894,0.01175594,0.0002880572],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001441264,0.9955295,0.00000302995,0.0001837291,0.002890542,0.000635674,0.000008190385,0.00001143252,0.0005938034],"genre_scores_gemma":[0.00000552643,0.9986977,0.0005371571,0.00005942024,0.0002590722,0.00001894715,0.000007954824,0.00006278038,0.0003514637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3161649,"threshold_uncertainty_score":0.9999195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044675450","doi":"10.1590/s1516-44462007000300007","title":"Clinical aspects of super-refractory schizophrenia: a 6-month cohort observational study","year":2007,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Pfizer; Eli Lilly and Company","keywords":"Refractory (planetary science); Schizophrenia (object-oriented programming); Psychopathology; Internal medicine; Clozapine; Positive and Negative Syndrome Scale; Medicine; Depression (economics); Psychology; Psychiatry; Psychosis","authors":[{"name":"Jorge Henna Neto","is_ca":false},{"name":"Hélio Elkis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05547904038116404,"gpt":0.3838092070062535,"spread":0.3283301666250895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002747338,0.0002245147,0.0007894285,0.0003924832,0.00008256922,0.00001702098,0.0002674111,0.0001416907,0.0003750356],"category_scores_gemma":[0.0004662653,0.0001687308,0.0005310674,0.0004129104,0.0001655362,0.0001847874,0.00004145621,0.0008311252,0.00002898792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046098,"about_ca_system_score_gemma":0.002528836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002781829,"about_ca_topic_score_gemma":0.0007694354,"domain_scores_codex":[0.9962459,0.0001641061,0.001673318,0.0002743441,0.001268139,0.0003741622],"domain_scores_gemma":[0.9973267,0.0003013377,0.0006031111,0.0004441078,0.0006548929,0.0006699074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01943836,0.006530459,0.958466,0.00004043013,0.001144077,0.000486251,0.00006188443,9.569595e-7,0.00007608062,0.002073051,0.00328669,0.008395737],"study_design_scores_gemma":[0.01501858,0.007679358,0.9726067,0.0001847287,0.0003927476,0.0004172191,0.0005461731,0.000004333211,0.00007763673,0.002619113,0.0003331246,0.0001202397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919672,0.001724232,0.0001272878,0.002217232,0.001514754,0.0005808251,0.00001003248,0.00001591731,0.001842509],"genre_scores_gemma":[0.9749489,0.00007283121,0.02299212,0.0001687385,0.001651262,0.000003123961,0.000008230689,0.00003061888,0.0001241643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02286483,"threshold_uncertainty_score":0.688064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144082540","doi":"10.1016/j.rbp.2012.07.001","title":"Nitric Oxide Plasma/Serum Levels In Patients With Schizophrenia: A Systematic Review And Meta-Analysis","year":2012,"lang":"en","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Nitric Oxide and Endothelin Effects","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Nitric oxide; Schizophrenia (object-oriented programming); Meta-analysis; Internal medicine; Medicine; Plasma levels; Antipsychotic; Strictly standardized mean difference; Gastroenterology; Psychiatry","authors":[{"name":"João Paulo Maia‐de‐Oliveira","is_ca":false},{"name":"Clarissa Trzesniak","is_ca":false},{"name":"Irismar Reis de Oliveira","is_ca":false},{"name":"Matthew J. Kempton","is_ca":false},{"name":"Tatiana M. N. de Rezende","is_ca":false},{"name":"Sandro Iêgo","is_ca":false},{"name":"Glen B. Baker","is_ca":true},{"name":"Serdar Dursun","is_ca":true},{"name":"João Paulo Machado‐de‐Sousa","is_ca":false},{"name":"Jaime E. C. Hallak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03790698932560748,"gpt":0.3055624511087672,"spread":0.2676554617831597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001769282,0.0007747593,0.01353027,0.001838349,0.00005119699,0.00003627569,0.0003524758,0.0003046596,0.0002749577],"category_scores_gemma":[0.0002293801,0.0004137767,0.003274685,0.002437668,0.00005678232,0.0002255105,0.00004776622,0.001193269,0.00004845447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115822,"about_ca_system_score_gemma":0.0005903448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002812003,"about_ca_topic_score_gemma":0.00001848402,"domain_scores_codex":[0.9948142,0.0007551619,0.002770472,0.0003818002,0.0008072799,0.0004710528],"domain_scores_gemma":[0.9951664,0.0002982341,0.003037615,0.0007410875,0.0002580165,0.0004986221],"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":[0.00006909516,0.0003295741,0.002362644,0.8498958,0.1437284,0.0000418583,0.000008197305,3.095237e-7,7.847176e-9,0.0000135131,0.0001745591,0.003376026],"study_design_scores_gemma":[0.001730708,0.0002336198,0.002904048,0.1123721,0.8801063,0.000607703,0.00000919188,2.058424e-7,3.081692e-8,0.00001387013,0.001671892,0.0003502638],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004684477,0.9966628,0.00001672581,0.0001824694,0.000133526,0.002363343,0.0001011249,0.00001143325,0.00006014015],"genre_scores_gemma":[0.0006039363,0.9947044,0.003635733,0.0004606702,0.0001581317,0.00006001015,0.0000136059,0.00009804246,0.000265462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7375237,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093731264","doi":"10.1590/1516-4446-2020-1169","title":"Appraising the effectiveness of electrical and magnetic brain stimulation techniques in acute major depressive episodes: an umbrella review of meta-analyses of randomized controlled trials","year":2020,"lang":"en","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; McMaster University","funders":"National Institute of Mental Health; Berlin Institute of Health; Fundação de Amparo à Pesquisa do Estado de São Paulo; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Patient-Centered Outcomes Research Institute","keywords":"Randomized controlled trial; Transcranial magnetic stimulation; Meta-analysis; Brain stimulation; Modalities; Systematic review; Medicine; Deep transcranial magnetic stimulation; MEDLINE; Blinding; Physical medicine and rehabilitation; Stimulation; Psychology; Physical therapy; Internal medicine","authors":[{"name":"Laís B. Razza","is_ca":false},{"name":"Leonardo Afonso dos Santos","is_ca":false},{"name":"Lucas Borrione","is_ca":false},{"name":"Helena Bellini","is_ca":false},{"name":"Luis Castelo-Branco","is_ca":false},{"name":"Eric Cretaz","is_ca":false},{"name":"Dante Duarte","is_ca":true},{"name":"Ygor Arzeno Ferrão","is_ca":false},{"name":"Ricardo Galhardoni","is_ca":false},{"name":"João Quevedo","is_ca":false},{"name":"Marcel Simis","is_ca":false},{"name":"Felipe Fregni","is_ca":false},{"name":"Christoph U. Correll","is_ca":false},{"name":"Frank Padberg","is_ca":false},{"name":"Alisson Paulino Trevizol","is_ca":true},{"name":"Zafiris J. Daskalakis","is_ca":true},{"name":"André F. Carvalho","is_ca":true},{"name":"Marco Solmi","is_ca":false},{"name":"André R. Brunoni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1214192554933202,"gpt":0.4455597044497196,"spread":0.3241404489563994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01730077,0.0005889806,0.0220451,0.0007187575,0.00006053026,0.00003062582,0.0006105751,0.0002131053,0.00005838944],"category_scores_gemma":[0.03244346,0.0002988292,0.00511933,0.001256202,0.0005046107,0.0001489077,0.00005061408,0.0005627219,3.248893e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002389835,"about_ca_system_score_gemma":0.0004854757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001158571,"about_ca_topic_score_gemma":0.000002417197,"domain_scores_codex":[0.9612585,0.02978075,0.007378614,0.0004630788,0.0009031328,0.0002158985],"domain_scores_gemma":[0.9441319,0.04564976,0.009318673,0.000384639,0.000415283,0.00009974048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.2041218,0.001425647,0.0001137509,0.2520349,0.03535235,0.00006473534,0.0003665873,0.0001997654,0.02151838,0.003131263,0.0002361098,0.4814347],"study_design_scores_gemma":[0.2984943,0.004451192,0.0005092821,0.2056918,0.4755549,0.0005787679,0.00003504533,0.0004224312,0.002214253,0.008107419,0.002739703,0.001200952],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001909601,0.9904763,0.002814461,0.0004266789,0.0002058051,0.005741385,0.00005780423,0.000009765612,0.00007680374],"genre_scores_gemma":[0.008078514,0.9884308,0.003103296,0.0001070604,0.00009462277,0.0001363072,0.000002335334,0.00004260548,0.000004449226],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4802338,"threshold_uncertainty_score":0.9999464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896141632","doi":"10.1590/1516-4446-2018-0076","title":"Prevalence of depression among patients with presumptive pulmonary tuberculosis in Rio de Janeiro, Brazil","year":2018,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"National Institute of Mental Health; Universidade Federal do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Depression (economics); Pulmonary tuberculosis; Medicine; Internal medicine; Patient Health Questionnaire; Major depressive episode; Univariate analysis; Multivariate analysis; Tuberculosis; Depressive symptoms; Psychiatry; Pathology; Anxiety","authors":[{"name":"Karina M. de Castro-Silva","is_ca":false},{"name":"Anna Cristina Calçada Carvalho","is_ca":false},{"name":"María Tavares Cavalcanti","is_ca":false},{"name":"Pedro da Silva Martins","is_ca":false},{"name":"José R. França","is_ca":false},{"name":"María A. Oquendo","is_ca":false},{"name":"Afrânio Lineu Kritski","is_ca":false},{"name":"Annika C. Sweetland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008412151757199882,"gpt":0.2919710987241547,"spread":0.2835589469669548,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008507291,0.0001977197,0.0005287312,0.0003981993,0.00006090301,0.000007620227,0.0002896086,0.0001792251,0.0002894134],"category_scores_gemma":[0.0004660004,0.0001381115,0.0001721293,0.0003203988,0.0004355268,0.0002881712,0.00005785544,0.000605583,0.00001148195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009685605,"about_ca_system_score_gemma":0.0004020704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008679877,"about_ca_topic_score_gemma":0.0001638355,"domain_scores_codex":[0.997588,0.0003243913,0.0008154876,0.0002708391,0.0005164101,0.0004849027],"domain_scores_gemma":[0.9981406,0.0001419993,0.0005148797,0.0003439255,0.0004483013,0.0004103388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003359356,0.0008474052,0.986022,0.0003670397,0.0001502993,0.00003687377,0.0002280546,0.00001982887,0.0004392645,0.00001212354,0.004563417,0.003954366],"study_design_scores_gemma":[0.002512963,0.002074057,0.9920915,0.001731011,0.0001218722,0.0001876946,0.0001000255,0.0001422683,0.0005042041,0.0002930769,0.0001150695,0.0001262213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945266,0.00117064,0.00008638528,0.001279142,0.000269212,0.0003088251,0.00001583533,0.000007792962,0.002335629],"genre_scores_gemma":[0.9942884,0.0002551823,0.004533126,0.0003667406,0.0003841514,0.000005750605,0.000003734266,0.0000269561,0.0001359998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006069565,"threshold_uncertainty_score":0.5632023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2985852099","doi":"10.1590/1516-4446-2019-0620","title":"Association of BDNF, HTR2A, TPH1, SLC6A4, and COMT polymorphisms with tDCS and escitalopram efficacy: ancillary analysis of a double-blind, placebo-controlled trial","year":2019,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"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":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Alliance for Research on Schizophrenia and Depression; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Alexander von Humboldt-Stiftung","keywords":"Escitalopram; Placebo; Double blind; Psychology; Citalopram; Medicine; Internal medicine; Psychiatry; Clinical psychology; Antidepressant; Alternative medicine; Hippocampus","authors":[{"name":"André R. Brunoni","is_ca":false},{"name":"Ángel Carracedo","is_ca":false},{"name":"Olalla Maroñas","is_ca":false},{"name":"Ana Latorre","is_ca":false},{"name":"Leda Leme Talib","is_ca":false},{"name":"André F. Carvalho","is_ca":true},{"name":"Paulo A. Lotufo","is_ca":false},{"name":"Isabela M. Benseñor","is_ca":false},{"name":"Wagner F. Gattaz","is_ca":false},{"name":"Carolina Cappi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01644696518932449,"gpt":0.2697269742224033,"spread":0.2532800090330788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007709796,0.0002259898,0.001186667,0.000636559,0.00008935262,0.00004378257,0.0001941473,0.0001248099,0.0000850139],"category_scores_gemma":[0.0002671762,0.0001748579,0.0002976697,0.000987583,0.0001679173,0.0002228454,0.00002974665,0.000234347,0.000001935135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002981106,"about_ca_system_score_gemma":0.0001817342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001196667,"about_ca_topic_score_gemma":0.00006793907,"domain_scores_codex":[0.9973626,0.0002097258,0.001084191,0.0002949896,0.0008156293,0.0002328549],"domain_scores_gemma":[0.9968536,0.0008577217,0.001684758,0.0002225815,0.0002484648,0.0001329026],"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":[0.7218478,0.0006964453,0.2503914,0.00007838361,0.001987162,0.0000063222,0.0008218574,0.00124423,0.02147865,0.0006434394,0.0002159736,0.0005883384],"study_design_scores_gemma":[0.7275943,0.003451036,0.2634323,0.000125059,0.003458585,0.0000345992,0.0002285432,0.0006810443,0.0004485285,0.0001963881,0.00007868557,0.0002708998],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949657,0.0008044293,0.0001763295,0.001695081,0.0008235056,0.0009879624,0.00002702353,0.00001113714,0.0005088146],"genre_scores_gemma":[0.9983851,0.0001066959,0.001024054,0.0001111742,0.000132399,0.000005139861,9.738659e-7,0.00001824136,0.0002162367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02103012,"threshold_uncertainty_score":0.7130496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116834888","doi":"10.1590/s1516-44462009005000010","title":"The transtheoretical model and substance dependence: theoretical and practical aspects","year":2009,"lang":"en","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Transtheoretical model; Addiction; Psychology; Behavior change; Substance abuse; Psychotherapist; Social psychology; Psychiatry","authors":[{"name":"Fabiana Andrioni De Biaze Vilela","is_ca":false},{"name":"Flávia Serebrenic Jungerman","is_ca":true},{"name":"Ronaldo Laranjeira","is_ca":false},{"name":"Russel Callaghan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02311067144615618,"gpt":0.3455611029358762,"spread":0.32245043148972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007782361,0.0004651336,0.001634645,0.0001370488,0.0001864348,0.00008793476,0.0001612185,0.0003675375,0.00004820594],"category_scores_gemma":[0.0001757382,0.0002412386,0.0005539653,0.0001880454,0.0009513058,0.0001428194,0.00001277402,0.001246644,0.000006271143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005896916,"about_ca_system_score_gemma":0.0009887123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.752417e-8,"about_ca_topic_score_gemma":0.00001368472,"domain_scores_codex":[0.9975396,0.0001900519,0.0009808698,0.0003237128,0.0005652365,0.000400576],"domain_scores_gemma":[0.9979224,0.0006946498,0.0004662872,0.0003453699,0.0001120716,0.0004592226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005081762,0.0002036512,0.0004805093,0.001052708,0.0005081366,0.0005439669,0.0001886548,1.898875e-7,1.701606e-7,0.5784248,0.001330857,0.4167582],"study_design_scores_gemma":[0.01110427,0.003492731,0.001137338,0.05303704,0.0241015,0.09764155,0.001192433,0.0002493009,0.000003046661,0.6297841,0.1765411,0.001715584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008852149,0.9905401,0.0002906643,0.005980521,0.0003910567,0.0004129289,0.000002467161,0.00001581944,0.001481267],"genre_scores_gemma":[0.002952276,0.9887587,0.007362484,0.0003073663,0.0004636451,0.00000451602,0.000002006636,0.00004873108,0.0001002625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4150426,"threshold_uncertainty_score":0.9837426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033574458","doi":"10.1590/1516-4446-2019-0592","title":"Childhood-maltreatment subtypes in bipolar patients with suicidal behavior: systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Meta-analysis; Psychology; Suicidal behavior; Clinical psychology; Medicine; Suicide prevention; Poison control; Medical emergency; Internal medicine","authors":[{"name":"Dante Duarte","is_ca":false},{"name":"Raoul Belzeaux","is_ca":true},{"name":"Bruno Étain","is_ca":false},{"name":"Kyle T. Greenway","is_ca":false},{"name":"Emilie Rancourt","is_ca":true},{"name":"Humberto Corrêa","is_ca":false},{"name":"Gustavo Turecki","is_ca":true},{"name":"Stéphane Richard‐Devantoy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03362960434749429,"gpt":0.3283918633898751,"spread":0.2947622590423808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007033689,0.0008664307,0.01171381,0.0008418242,0.00009333271,0.0000529759,0.0005543793,0.0002356998,0.0007628693],"category_scores_gemma":[0.00006440019,0.0004893627,0.003290999,0.001432271,0.00007555744,0.0001223518,0.00006434175,0.0008152807,0.00007619333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008770773,"about_ca_system_score_gemma":0.000256168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003446366,"about_ca_topic_score_gemma":0.0002441532,"domain_scores_codex":[0.9945793,0.001075433,0.002772496,0.0006003747,0.0005576411,0.000414744],"domain_scores_gemma":[0.9956601,0.0002001731,0.00300506,0.0006656889,0.0001889832,0.0002800284],"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":[0.00003791627,0.001521279,0.04716813,0.3824882,0.5632258,0.0002788941,0.0004944782,2.066338e-7,9.303886e-10,0.0001133254,0.001294046,0.00337769],"study_design_scores_gemma":[0.0006371427,0.0005427405,0.008556828,0.006094382,0.9741766,0.0002097371,0.0001456783,1.166276e-8,3.6156e-9,0.00001216633,0.009158783,0.0004658996],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006305065,0.9964554,0.00000326116,0.0004560814,0.0003270926,0.002405837,0.0001798356,0.00001455233,0.00009483628],"genre_scores_gemma":[0.0001026902,0.9983634,0.0004014676,0.0005530717,0.00009747294,0.0002509943,0.00003841544,0.00008059898,0.0001119136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4109508,"threshold_uncertainty_score":0.9997558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116740895","doi":"10.1590/1516-4446-2013-1221","title":"Use of psychotropic medications during pregnancy: perception of teratogenic risk among physicians in two Latin American countries","year":2014,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Psychotropic drug; Pregnancy; Family medicine; Psychiatry; Psychotropic medication; Drug; Mental health","authors":[{"name":"Amaury Cantilino","is_ca":false},{"name":"Laura Lorenzo","is_ca":false},{"name":"Juliane dos Anjos de Paula","is_ca":false},{"name":"Adrienne Einarson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01017934418095696,"gpt":0.2943977675556079,"spread":0.2842184233746509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001784741,0.0001404071,0.000489039,0.0002719344,0.00005693846,0.000008052095,0.0001316398,0.0000413305,0.00006485971],"category_scores_gemma":[0.00004706067,0.0001237899,0.000157249,0.0002474346,0.000232314,0.0001884317,0.0000131665,0.0003352263,0.000003634987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004461758,"about_ca_system_score_gemma":0.000118467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002241173,"about_ca_topic_score_gemma":0.0004317763,"domain_scores_codex":[0.9981561,0.0001673253,0.0009797837,0.0001439251,0.0003418112,0.0002110878],"domain_scores_gemma":[0.998011,0.00006339474,0.001412853,0.0002720268,0.0001116741,0.0001290571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004061307,0.0002781252,0.9933077,0.001414522,0.00006507749,0.000004017326,0.0009702275,0.00004245239,0.0006541231,0.0001300466,0.00003167071,0.002695956],"study_design_scores_gemma":[0.001749515,0.0005827608,0.9786506,0.01721085,0.0001240573,0.00004327761,0.0002911285,0.0000635994,0.000898143,0.000256999,0.00004028279,0.0000887713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973555,0.0006637067,0.0002077427,0.0008451748,0.0005929036,0.0002129769,0.0000223709,0.000008397255,0.00009129159],"genre_scores_gemma":[0.9943495,0.0009473811,0.004251137,0.0001090267,0.0002360382,0.000004902935,0.000003125649,0.00002016735,0.00007865452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579633,"threshold_uncertainty_score":0.5048007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969956857","doi":"10.1590/s1516-44462006005000055","title":"Tratamento cognitivo e comportamental para transtornos do controle de impulsos","year":2007,"lang":"pt","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Systematic desensitization; Cognitive restructuring; Psychology; Desensitization (medicine); Psychoeducation; Psychotherapist; Cognition; Cognitive behavioral therapy; Cognitive therapy; Clinical psychology; Relapse prevention; Covert; Psychiatry; Intervention (counseling); Anxiety; Medicine","authors":[{"name":"David C. Hodgins","is_ca":true},{"name":"Nicole Peden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09472174074767865,"gpt":0.4350691944305485,"spread":0.3403474536828698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002226853,0.001629208,0.004105377,0.001159044,0.0003623835,0.0002724017,0.001363736,0.001429765,0.004405351],"category_scores_gemma":[0.00002852394,0.001459967,0.003771837,0.0006814532,0.0003968644,0.0002861952,0.00004153863,0.002929854,0.0007466546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005931992,"about_ca_system_score_gemma":0.002029797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005058505,"about_ca_topic_score_gemma":0.00008583142,"domain_scores_codex":[0.9903765,0.001125581,0.004589016,0.001007582,0.001184992,0.001716351],"domain_scores_gemma":[0.992766,0.0003160314,0.004208385,0.0009385653,0.0003438159,0.001427193],"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":[0.002858596,0.01500859,0.1742175,0.004420183,0.0106422,0.005708246,0.002334696,0.000002007389,0.0000339985,0.00064246,0.02878608,0.7553454],"study_design_scores_gemma":[0.03986359,0.007905692,0.04370116,0.03073025,0.02895808,0.02808557,0.004891538,0.000002082068,0.00001935746,0.0006540715,0.8120305,0.003158073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03019805,0.9474043,0.0008455113,0.0005416502,0.01506735,0.001722679,0.000990584,0.0000481868,0.003181663],"genre_scores_gemma":[0.1772273,0.7999991,0.007049475,0.001951648,0.008054486,0.0001383146,0.000554957,0.0008989066,0.004125873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7832444,"threshold_uncertainty_score":0.9998666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080881427","doi":"10.1590/1516-4446-2019-0726","title":"BDNF Val66Met polymorphism and resilience in major depressive disorder: the impact of cognitive psychotherapy","year":2020,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Internal medicine; Major depressive disorder; Clinical psychology; Moderation; Cognition; Rating scale; Psychology; Hamilton Rating Scale for Depression; Medicine; Randomized controlled trial; Psychiatry; Developmental psychology","authors":[{"name":"Renata B. Peters","is_ca":false},{"name":"Janaína Xavier","is_ca":false},{"name":"Thaíse Campos Mondin","is_ca":false},{"name":"Taiane de A. Cardoso","is_ca":true},{"name":"Fabiana Barreiros Ferreira","is_ca":false},{"name":"Liana Teixeira","is_ca":false},{"name":"Kiane Gräeff","is_ca":false},{"name":"Luciana de Ávila Quevedo","is_ca":false},{"name":"Karen Jansen","is_ca":false},{"name":"Luciano Dias de Mattos Souza","is_ca":false},{"name":"Jean Pierre Oses","is_ca":false},{"name":"Ricardo Tavares Pinheiro","is_ca":false},{"name":"Ricardo Azevedo da Silva","is_ca":false},{"name":"Gabriele Ghisleni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01468136877209938,"gpt":0.2998764083663645,"spread":0.2851950395942652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002072095,0.0001416947,0.0002325731,0.000106118,0.0001129535,0.00003508578,0.0003047501,0.00005721814,0.00007291727],"category_scores_gemma":[0.0001961745,0.00008531893,0.0001627889,0.0004151188,0.0002421791,0.000279891,0.00001483684,0.0003141924,0.000002804824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008181263,"about_ca_system_score_gemma":0.000180772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001531447,"about_ca_topic_score_gemma":0.00003133321,"domain_scores_codex":[0.9986115,0.0002873797,0.0004779746,0.0002100608,0.0002428656,0.0001701831],"domain_scores_gemma":[0.9989988,0.0001965901,0.0005076674,0.000117879,0.00005403767,0.0001250609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004205961,0.00072945,0.4386213,0.00005924838,0.0001051113,0.00006182394,0.006086214,0.0007569356,0.5211284,0.002856235,0.004637064,0.02075229],"study_design_scores_gemma":[0.01286931,0.006080239,0.7234424,0.0008432539,0.0001292756,0.0009063047,0.002249634,0.001422154,0.2248761,0.02637508,0.0001319384,0.0006742721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867122,0.002756795,0.0008053016,0.00900525,0.0003559541,0.0001800787,0.00002721783,0.000004944901,0.0001522251],"genre_scores_gemma":[0.9980844,0.0004540626,0.00020049,0.0009630268,0.0002606291,0.000002094149,3.636227e-7,0.00001353513,0.00002140802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2962523,"threshold_uncertainty_score":0.3479205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005742065","doi":"10.1590/1516-4446-2019-0556","title":"Impulsivity influences food intake in women with generalized anxiety disorder","year":2020,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Hospital de Clínicas de Porto Alegre; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação Instituto de Pesquisas Econômicas; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Impulsivity; Barratt Impulsiveness Scale; Body mass index; Neurocognitive; Psychology; Anxiety; Anthropometry; Generalized anxiety disorder; Underweight; Population; Medicine; Clinical psychology; Overweight; Psychiatry; Internal medicine; Environmental health; Cognition","authors":[{"name":"Natasha Kim de Oliveira da Fonseca","is_ca":false},{"name":"Roberta Dalle Molle","is_ca":false},{"name":"Marianna de Abreu Costa","is_ca":false},{"name":"Francine Guimarães Gonçalves","is_ca":false},{"name":"Alice C. Silva","is_ca":false},{"name":"Ylana Elias Rodrigues","is_ca":false},{"name":"Menna Price","is_ca":false},{"name":"Patrícia Pelufo Silveira","is_ca":true},{"name":"Gisele Gus Manfro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01142908585210593,"gpt":0.2735101560533235,"spread":0.2620810702012175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002814249,0.0002154229,0.0004028533,0.0001298471,0.00006702708,0.00004037957,0.0003783272,0.0001177157,0.0009064905],"category_scores_gemma":[0.00002470757,0.0001640293,0.0001112299,0.0005282973,0.0001034869,0.0001886934,0.00002722406,0.0005375619,0.00002296682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002977943,"about_ca_system_score_gemma":0.0001810383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000446971,"about_ca_topic_score_gemma":0.0004872243,"domain_scores_codex":[0.9982746,0.0001634125,0.0006281761,0.0002637045,0.0002723313,0.0003977536],"domain_scores_gemma":[0.9989768,0.00002125255,0.0004623368,0.0001966332,0.00007616048,0.0002668728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00105479,0.0004949742,0.9756328,0.00002548389,0.0001008177,0.00001875838,0.005550088,0.00007844316,0.0001117936,0.0003608068,0.003242895,0.01332839],"study_design_scores_gemma":[0.004764203,0.003865279,0.9763058,0.00008183107,0.000041921,0.0001007563,0.009574004,0.000005694296,0.000005812249,0.001224473,0.00373058,0.0002996596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914773,0.001320982,0.0001342319,0.005423857,0.0007698275,0.0001414968,0.00000921397,0.00002065127,0.000702408],"genre_scores_gemma":[0.9942725,0.00003594381,0.003004144,0.002290759,0.0003170406,0.00001119649,0.000001155281,0.00003082363,0.00003642352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302873,"threshold_uncertainty_score":0.9925435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133270274","doi":"10.1590/1516-4446-2020-1577","title":"Translating science into policy: mental health challenges during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Academy of Medical Sciences","keywords":"Mental health; Psychological intervention; Psychosocial; Psychoeducation; Context (archaeology); Social isolation; Psychology; Telemedicine; Health care; Pandemic; Medicine; Mental health literacy; Telepsychiatry; Psychiatry; Disease; Mental illness; Political science; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","authors":[{"name":"Jair de Jesus Mari","is_ca":false},{"name":"Ary Gadelha","is_ca":false},{"name":"Christian Kieling","is_ca":false},{"name":"Cleusa P. Ferri","is_ca":false},{"name":"Flávio Kapczinski","is_ca":true},{"name":"Antônio Egídio Nardi","is_ca":false},{"name":"Naomar de Almeida Filho","is_ca":false},{"name":"Zila M. Sanchez","is_ca":false},{"name":"Giovanni Abrahão Salum","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0707770283989027,"gpt":0.4385940926235422,"spread":0.3678170642246394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002232668,0.0001905849,0.0003249858,0.0003198435,0.001103624,0.00005028124,0.0005903901,0.00007512198,0.0003295792],"category_scores_gemma":[0.0001255745,0.0001469241,0.0002037499,0.0007153533,0.0003461338,0.0002051451,0.00006488934,0.0005924808,0.00002499094],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174024,"about_ca_system_score_gemma":0.01285883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004626923,"about_ca_topic_score_gemma":0.003874839,"domain_scores_codex":[0.9972699,0.0003719928,0.000798166,0.0003654534,0.0005540464,0.000640407],"domain_scores_gemma":[0.9980581,0.0001045309,0.0005467188,0.000412254,0.00008203316,0.0007964014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001061056,0.001334387,0.480548,0.002062589,0.0003154493,0.0001659719,0.2022622,0.00005741733,0.004381753,0.057304,0.008489676,0.2420175],"study_design_scores_gemma":[0.01247663,0.001824301,0.5404624,0.0008290932,0.00007300013,0.01934415,0.1497856,0.00002125564,0.0001514037,0.02354346,0.2505572,0.0009314735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5127294,0.05393561,0.0002344265,0.4245016,0.005742515,0.000268628,0.00001932234,0.00004552667,0.002522917],"genre_scores_gemma":[0.9768636,0.002186227,0.001465952,0.01763159,0.001476591,0.000004517209,0.000001597743,0.0000284001,0.0003414716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4641342,"threshold_uncertainty_score":0.9927374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753426613","doi":"10.1590/1516-4446-2017-2272","title":"Portuguese and Brazilian guidelines for the treatment of depression: exercise as medicine","year":2017,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Physical Activity and Health","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Ministério da Ciência, Tecnologia e Ensino Superior","keywords":"Excellence; Nice; Depression (economics); Medicine; Psychiatry; Clinical Practice; Alternative medicine; MEDLINE; Evidence-based medicine; Intervention (counseling); Portuguese; Family medicine; Political science","authors":[{"name":"Lara Carneiro","is_ca":false},{"name":"Maria Paula Mota","is_ca":false},{"name":"Felipe Barreto Schuch","is_ca":false},{"name":"Andréa Camaz Deslandes","is_ca":false},{"name":"José Vasconcelos-Raposo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.076970570523505,"gpt":0.4155309309468707,"spread":0.3385603604233657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003625182,0.0001600104,0.0006663627,0.00007274265,0.0003153957,0.00001388048,0.0002136359,0.00007568807,0.00007408022],"category_scores_gemma":[0.0003348536,0.00008094021,0.0002264913,0.00004139814,0.0002932803,0.0001645756,0.00001783945,0.0001385064,0.000002094646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002159049,"about_ca_system_score_gemma":0.000324311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009266232,"about_ca_topic_score_gemma":0.00007697217,"domain_scores_codex":[0.9987242,0.0000197571,0.000625984,0.0001524244,0.0002945044,0.000183168],"domain_scores_gemma":[0.9977767,0.0001382169,0.0008487866,0.0005116157,0.0004197963,0.0003048333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005542279,0.00277259,0.1037709,0.0006510913,0.000500293,0.00004634166,0.00112586,0.00000371839,0.001489778,0.001345274,0.06909834,0.8136535],"study_design_scores_gemma":[0.01987255,0.01748735,0.8481494,0.004853682,0.002058893,0.001042694,0.001683435,0.000242482,0.002310623,0.02799255,0.07400676,0.0002996447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7413055,0.04095059,0.0003916999,0.2122643,0.002529869,0.000898106,0.00002185933,0.0000125624,0.001625488],"genre_scores_gemma":[0.9733367,0.01482556,0.005489338,0.001138415,0.004177036,0.00001149562,0.000002787117,0.00002865409,0.000989995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8133539,"threshold_uncertainty_score":0.3300646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035564334","doi":"10.1590/1516-4446-2019-0734","title":"The future of precision medicine in opioid use disorder: inclusion of patient-important outcomes in clinical trials","year":2020,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"NOSM University; Impact; CARE Canada; Laurentian University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Opioid use disorder; Medicine; Psychosocial; Clinical trial; Addiction medicine; Psychological intervention; Precision medicine; Psychiatry; Personalized medicine; Alternative medicine; Inclusion (mineral); Opioid; MEDLINE; Addiction; Intensive care medicine; Family medicine; Internal medicine; Psychology","authors":[{"name":"Nitika Sanger","is_ca":true},{"name":"Balpreet Panesar","is_ca":true},{"name":"Tea Rosic","is_ca":true},{"name":"Brittany B. Dennis","is_ca":true},{"name":"Alessia D’Elia","is_ca":true},{"name":"Alannah Hillmer","is_ca":true},{"name":"Caroul Chawar","is_ca":true},{"name":"Leen Naji","is_ca":true},{"name":"Jacqueline Hudson","is_ca":true},{"name":"M. Constantine Samaan","is_ca":true},{"name":"Russell J. de Souza","is_ca":true},{"name":"David C. Marsh","is_ca":true},{"name":"Lehana Thabane","is_ca":true},{"name":"Zainab Samaan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02814574763687529,"gpt":0.3670231606551508,"spread":0.3388774130182755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003392895,0.0002296733,0.001710878,0.0002573979,0.00005545804,0.000006470144,0.0003012275,0.0001782044,0.00006850946],"category_scores_gemma":[0.003657976,0.0001211196,0.000521995,0.0004965584,0.0001433199,0.0001309885,0.0001630199,0.0006028102,0.000001177586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004190795,"about_ca_system_score_gemma":0.0005472574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005077579,"about_ca_topic_score_gemma":0.0003854633,"domain_scores_codex":[0.9927839,0.0007475889,0.005210423,0.0002247001,0.0008176881,0.000215704],"domain_scores_gemma":[0.9954473,0.001115252,0.002628166,0.0003739183,0.0001942011,0.0002412118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003701165,0.001413224,0.9436222,0.0001346397,0.0001551873,0.00003344193,0.00326497,0.00001181579,0.0001147681,0.0001672888,0.001999889,0.04538146],"study_design_scores_gemma":[0.01443641,0.005540807,0.9647542,0.001368659,0.0002465388,0.00002153946,0.006594447,0.00006167004,0.00007882594,0.002109353,0.00467109,0.0001164918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292644,0.01987605,0.00002207882,0.0481392,0.001956257,0.0006895402,0.00001631513,0.000004698049,0.00003144443],"genre_scores_gemma":[0.9884759,0.007822056,0.002383777,0.0007850318,0.0004818537,0.000003992523,0.000008091759,0.00002771841,0.00001164075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05921142,"threshold_uncertainty_score":0.4939114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074371322","doi":"10.1590/s1516-44462005000600006","title":"Trauma & the reproductive lifecycle in women","year":2005,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Pregnancy-related medical research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Premenstrual dysphoric disorder; Psychosocial; Sexual abuse; Miscarriage; Psychiatry; Debriefing; Stressor; Clinical psychology; Psychology; Traumatic stress; Medicine; Pregnancy; Menstrual cycle; Poison control; Injury prevention; Medical emergency; Internal medicine","authors":[{"name":"L. Ingeborgh van den Born","is_ca":true},{"name":"Shauna Dae Phillips","is_ca":true},{"name":"Meir Steiner","is_ca":true},{"name":"Cláudio N. Soares","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01730912108556319,"gpt":0.325153951590824,"spread":0.3078448305052608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001973873,0.0001342483,0.0003431754,0.0002593395,0.00006247802,0.00001686661,0.0003441154,0.000125213,0.0007409369],"category_scores_gemma":[0.001305799,0.00008405754,0.0001577893,0.0005149922,0.0001849084,0.0001743121,0.00003834709,0.001490288,0.0001675395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002369668,"about_ca_system_score_gemma":0.0007479281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000685171,"about_ca_topic_score_gemma":0.00006137966,"domain_scores_codex":[0.9977331,0.0001568214,0.0006761473,0.0002209871,0.0007429939,0.0004700049],"domain_scores_gemma":[0.9985648,0.0001082659,0.000226813,0.0005059106,0.0001606851,0.0004334814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004554742,0.002660647,0.08070774,0.0002136989,0.0005513308,0.0002168971,0.0131052,0.0001181583,0.001535319,0.0008225107,0.1340029,0.7615108],"study_design_scores_gemma":[0.016095,0.002208788,0.7167722,0.008520295,0.0001715378,0.003235655,0.007721446,0.00007497245,0.0008845578,0.01484616,0.2289961,0.000473279],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808295,0.01468023,0.00006915515,0.09862338,0.0007715981,0.0002612657,0.000001481665,0.00001420593,0.004749196],"genre_scores_gemma":[0.9850265,0.001039271,0.006109837,0.002631247,0.002984136,0.00001087089,8.033459e-7,0.00003551535,0.002161827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7610376,"threshold_uncertainty_score":0.8112739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029720829","doi":"10.1590/1516-4446-2019-0654","title":"Mild and moderate cognitive impairment and mortality among Brazilian older adults in long-term follow-up: The Bambui Health Aging Study","year":2020,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"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":"National Institute of Mental Health; Financiadora de Estudos e Projetos; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Cognitive impairment; Medicine; Cognition; Cohort; Proportional hazards model; Gerontology; Demography; Cohort study; Cutoff; Psychiatry; Internal medicine","authors":[{"name":"Cecília Godoi Campos","is_ca":false},{"name":"Breno S. Diniz","is_ca":true},{"name":"Josélia Oliveira Araújo Firmo","is_ca":false},{"name":"Maria Fernanda Lima‐Costa","is_ca":false},{"name":"Sérgio Luís Blay","is_ca":false},{"name":"E. Costa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01858906075053127,"gpt":0.3358695994800283,"spread":0.317280538729497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260378,0.0002825876,0.0006283824,0.0001972138,0.0002217993,0.0001184583,0.0001549835,0.00005969066,0.0001022689],"category_scores_gemma":[0.00007230946,0.0001994775,0.0001467397,0.0003439797,0.0002020687,0.0002978012,0.0001119835,0.0007728015,0.000003406242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005111253,"about_ca_system_score_gemma":0.000432205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008939075,"about_ca_topic_score_gemma":0.00100084,"domain_scores_codex":[0.9971218,0.0004142093,0.000840779,0.0004232076,0.0007032497,0.0004967274],"domain_scores_gemma":[0.9984623,0.00007449515,0.0003730234,0.0001656793,0.0002256816,0.0006988568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001870402,0.0009866102,0.9787703,0.0004174866,0.0003807621,0.0001998967,0.007035215,6.542787e-7,0.000006710186,0.000004950565,0.0004369139,0.009890133],"study_design_scores_gemma":[0.01640525,0.003512526,0.962552,0.001668707,0.0002122222,0.0001294552,0.01510407,0.0001471919,0.00003028448,0.00006932479,0.00000258656,0.0001663679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811056,0.003170454,0.0001265856,0.01342877,0.0002940524,0.001745016,0.00001291688,0.00001382706,0.0001028288],"genre_scores_gemma":[0.9962065,0.0003596333,0.00008070056,0.002982832,0.000257602,0.00001914227,0.000006216552,0.00003050186,0.00005686572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01621825,"threshold_uncertainty_score":0.8134457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046912601","doi":"10.1590/s1516-44462010005000018","title":"Evaluation of light/dark cycle in anxiety- and depressive-like behaviors after regular treatment with methylphenidate hydrochloride in rats of different ages","year":2010,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Methylphenidate; Anxiety; Psychology; Hydrochloride; Depression (economics); Psychiatry; Chemistry; Attention deficit hyperactivity disorder","authors":[{"name":"Karin Martins Gomes","is_ca":false},{"name":"Renan P. Souza","is_ca":true},{"name":"Cecília G. Inácio","is_ca":false},{"name":"Samira S. Valvassori","is_ca":false},{"name":"Gislaine Z. Réus","is_ca":false},{"name":"Márcio R. Martins","is_ca":false},{"name":"Clarissa M. Comim","is_ca":false},{"name":"João Quevedo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0115049512704181,"gpt":0.299071754370431,"spread":0.2875668031000129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005875929,0.0001844301,0.0005262526,0.0003712438,0.00001777081,0.000008499799,0.00007195077,0.0001056094,0.00009145465],"category_scores_gemma":[0.00004339861,0.0001311672,0.0001214661,0.0002003898,0.00007883793,0.0001990811,0.00001590642,0.0003198941,5.964166e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005886002,"about_ca_system_score_gemma":0.0002350036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003636312,"about_ca_topic_score_gemma":0.001829078,"domain_scores_codex":[0.9981947,0.000157457,0.0006352311,0.0001954512,0.0006590868,0.0001580577],"domain_scores_gemma":[0.998795,0.0000298144,0.0005383762,0.0002659173,0.0002607969,0.0001100629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009344547,0.001345158,0.9030902,0.00006021948,0.0001194477,0.00002036962,0.000649965,0.0000528163,0.0855028,0.000007689155,0.00001121227,0.008205661],"study_design_scores_gemma":[0.007195545,0.000843715,0.9768969,0.0004999141,0.000842915,0.0002091206,0.0009307283,0.0001023389,0.01189719,0.0004405844,0.00001648126,0.0001246115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968333,0.001421224,0.00001740208,0.0009657592,0.0003015165,0.0003768594,0.000005118931,0.0000031953,0.00007559158],"genre_scores_gemma":[0.9986203,0.0001277614,0.001107047,0.00002240232,0.00005640393,0.00001744469,0.000003058689,0.00002245726,0.00002308517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07380665,"threshold_uncertainty_score":0.5348845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897814924","doi":"10.1590/1516-4446-2018-0003","title":"Studying ICD-11 Primary Health Care bodily stress syndrome in Brazil: do many functional disorders represent just one syndrome?","year":2018,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mental Health Research Canada; Centre for Addiction and Mental Health","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; World Health Organization","keywords":"Anxiety; Medicine; Depression (economics); Generalized anxiety; Psychiatry; Clinical psychology; Physical therapy; Internal medicine","authors":[{"name":"Sandra Fortes","is_ca":false},{"name":"Carolina Ziebold","is_ca":false},{"name":"Geoffrey M. Reed","is_ca":false},{"name":"Rebeca Robles","is_ca":false},{"name":"Mônica Rodrigues Campos","is_ca":false},{"name":"Emilene Reisdorfer","is_ca":true},{"name":"Ricardo Prado","is_ca":false},{"name":"David Goldberg","is_ca":false},{"name":"Linda Gask","is_ca":false},{"name":"Jair de Jesus Mari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01633598554717734,"gpt":0.2929845577483497,"spread":0.2766485722011723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004455101,0.0003925867,0.0009483183,0.0006199482,0.0002526903,0.00006314024,0.0003259181,0.0001489813,0.0004629265],"category_scores_gemma":[0.00003769602,0.0003432156,0.0003648452,0.0005478588,0.000192949,0.0003059402,0.0000695342,0.0005149584,0.00006190524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003556703,"about_ca_system_score_gemma":0.0009194447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009392797,"about_ca_topic_score_gemma":0.00068994,"domain_scores_codex":[0.9964362,0.000158802,0.001318115,0.000496323,0.000962393,0.0006281069],"domain_scores_gemma":[0.9978667,0.00005015028,0.000754412,0.0006351162,0.0001970592,0.0004965666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000861738,0.003510756,0.9709204,0.0009964601,0.0007514866,0.000286484,0.002566142,0.00001634916,0.00001629775,0.0004711592,0.01466044,0.004942222],"study_design_scores_gemma":[0.009066566,0.003688591,0.969016,0.003813226,0.0001679926,0.002279046,0.008490971,0.000005398451,0.000003670487,0.001682219,0.001482552,0.0003038182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670715,0.008970918,0.0002979644,0.01537082,0.00328292,0.0007401922,0.00004225811,0.00003906396,0.004184338],"genre_scores_gemma":[0.9936522,0.0003581962,0.003415726,0.001662576,0.0004547695,0.00001606617,0.00003925827,0.00007412838,0.0003270994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02658065,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978810483","doi":"10.1590/s1516-44462002000500011","title":"Tratamento de idosos com depressão utilizando tricíclicos, IMAO, ISRS e outros antidepressivos","year":2002,"lang":"pt","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Adverse effect; Internal medicine","authors":[{"name":"Mônica Zavaloni Scalco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02250525087126171,"gpt":0.2887953974066729,"spread":0.2662901465354112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001107469,0.001067713,0.001899346,0.000892935,0.0004172645,0.000265635,0.001197491,0.0007086084,0.004999531],"category_scores_gemma":[0.0003543801,0.0009111204,0.001418531,0.0007537896,0.0002969834,0.0008442809,0.0001567774,0.001902922,0.0006515252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003814177,"about_ca_system_score_gemma":0.0006251365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003789741,"about_ca_topic_score_gemma":0.00004016488,"domain_scores_codex":[0.9923375,0.0008304982,0.002697092,0.0008494639,0.00178397,0.001501453],"domain_scores_gemma":[0.9937769,0.0002772649,0.002453638,0.001384111,0.0003861124,0.001721983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001631491,0.005500045,0.551407,0.0005658874,0.001444302,0.001231333,0.001140073,0.00005615646,0.002836434,0.00008283506,0.4066736,0.02743075],"study_design_scores_gemma":[0.1317412,0.01029766,0.697993,0.01957235,0.01385903,0.01772041,0.006807703,0.005741305,0.01163213,0.001395834,0.07944006,0.003799334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6609398,0.2621999,0.00502419,0.03870481,0.01799575,0.002620314,0.0003817957,0.0002587034,0.01187471],"genre_scores_gemma":[0.9755767,0.005021686,0.003936902,0.001561168,0.003353434,0.00001900021,0.00001959935,0.0002454495,0.01026605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3272336,"threshold_uncertainty_score":0.9993339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009629558","doi":"10.1590/s1516-44462006005000056","title":"Using thought mapping and structured stories to decrease HIV risk behaviors among cocaine injectors and crack smokers in the South of Brazil","year":2007,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute on Drug Abuse","keywords":"Intervention (counseling); Condom; Human immunodeficiency virus (HIV); Crack cocaine; Clinical psychology; Sexual behavior; Psychology; Structural equation modeling; Medicine; Psychiatry; Family medicine; Statistics","authors":[{"name":"Flávio Pechansky","is_ca":false},{"name":"Diego G. Bassani","is_ca":true},{"name":"Lísia von Diemen","is_ca":false},{"name":"Félix Henrique Paim Kessler","is_ca":false},{"name":"Carl Leukefeld","is_ca":false},{"name":"Hilary L. Surratt","is_ca":false},{"name":"James A. Inciardi","is_ca":false},{"name":"Steven S. Martin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01797135833622961,"gpt":0.3031563560544077,"spread":0.2851849977181781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007901847,0.0002006692,0.0004419947,0.0004131631,0.0001031008,0.00002355594,0.0001089376,0.00008912184,0.0000224951],"category_scores_gemma":[0.0002082377,0.0001320129,0.0001118504,0.0004533119,0.0001677886,0.000166523,0.00001787462,0.0003218704,2.352242e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005258436,"about_ca_system_score_gemma":0.0001684624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004404413,"about_ca_topic_score_gemma":0.0010177,"domain_scores_codex":[0.9985639,0.00007830756,0.0006130325,0.0001644368,0.0003303165,0.0002499998],"domain_scores_gemma":[0.9988195,0.0001246191,0.0004629829,0.0001946726,0.0000837788,0.00031444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005835405,0.00006979491,0.9839038,0.00003159032,0.00008720563,0.00007620145,0.01355146,0.00001197268,0.0002660464,0.00004542791,0.0001624132,0.001210531],"study_design_scores_gemma":[0.003173168,0.0002305454,0.9587185,0.0003931643,0.0003329067,0.0002285986,0.03631372,0.000006451581,0.0002501905,0.0001902235,0.00004227181,0.0001202478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962187,0.002375247,0.0002166011,0.000445181,0.0004383741,0.0002513941,0.000005843685,0.00000693543,0.00004173289],"genre_scores_gemma":[0.9864441,0.00006840532,0.01291439,0.0002922097,0.0002359285,6.341149e-7,0.000001630608,0.00002088713,0.00002177852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0251853,"threshold_uncertainty_score":0.5383328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221010314","doi":"10.1590/1516-4446-2021-2109","title":"Effective recommendations towards healthy routines to preserve mental health during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Atlantic Canada Opportunities Agency; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Mental health; Anxiety; Pandemic; Context (archaeology); Coronavirus disease 2019 (COVID-19); Patient Health Questionnaire; Depression (economics); Medicine; Psychiatry; MEDLINE; Clinical psychology; Psychology; Family medicine; Depressive symptoms; Disease; Internal medicine","authors":[{"name":"Luísa K. Pilz","is_ca":false},{"name":"Natividade de Sá Couto Pereira","is_ca":false},{"name":"Ana Paula Francisco","is_ca":false},{"name":"Alícia Carissimi","is_ca":false},{"name":"Débora Barroggi Constantino","is_ca":false},{"name":"Letícia Barbieri Caus","is_ca":false},{"name":"Ana Carolina Odebrecht Vergne de Abreu","is_ca":false},{"name":"Guilherme Rodriguez Amando","is_ca":false},{"name":"Fernanda Bonatto","is_ca":false},{"name":"Paula Vargas Versignassi de Carvalho","is_ca":false},{"name":"José Cipolla‐Neto","is_ca":false},{"name":"Ana Beatriz Cauduro Harb","is_ca":false},{"name":"Gabriela Lazzarotto","is_ca":false},{"name":"Joseane Righes Marafiga","is_ca":false},{"name":"Luciano Minuzzi","is_ca":true},{"name":"Francisco Montagner","is_ca":false},{"name":"Fernanda Akane Nishino","is_ca":false},{"name":"Melissa Alves Braga de Oliveira","is_ca":false},{"name":"Bruno Gomes Tavares dos Santos","is_ca":false},{"name":"Eduardo Giordani Steibel","is_ca":false},{"name":"Patrice de Souza Tavares","is_ca":false},{"name":"André Comiran Tonon","is_ca":false},{"name":"Nicóli Bertuol Xavier","is_ca":false},{"name":"Querusche Klippel Zanona","is_ca":false},{"name":"Fernanda Gaspar do Amaral","is_ca":false},{"name":"María Elisa Calcagnotto","is_ca":false},{"name":"Benício N. Frey","is_ca":true},{"name":"María Paz Loayza Hidalgo","is_ca":false},{"name":"Marco Idiart","is_ca":false},{"name":"Thaís Russomano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05092701785981384,"gpt":0.4302272155894322,"spread":0.3793001977296184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002765422,0.0002272414,0.0004009581,0.0003419014,0.001807126,0.00003266058,0.0007023342,0.00005227351,0.002603887],"category_scores_gemma":[0.00009715006,0.000184081,0.000262645,0.0006341542,0.00005876856,0.000119864,0.0002302915,0.0009464051,0.00003904578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002362187,"about_ca_system_score_gemma":0.002966605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562637,"about_ca_topic_score_gemma":0.002276901,"domain_scores_codex":[0.9959957,0.001542892,0.0009852602,0.0003585976,0.0004984378,0.0006191203],"domain_scores_gemma":[0.9975747,0.0002342174,0.0007919174,0.0004359609,0.00005440892,0.0009088043],"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":[0.004453749,0.001140362,0.4558352,0.0003386463,0.0002599396,0.00002049012,0.02695613,0.0002341997,0.00003314471,0.00184198,0.4825352,0.02635088],"study_design_scores_gemma":[0.005186288,0.004369747,0.3259313,0.00006717991,0.00003242505,0.002518599,0.02234323,0.000006665905,0.000002585252,0.001253842,0.6379964,0.0002917582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5561694,0.003958052,0.000390794,0.4245969,0.01241605,0.001527476,0.000346309,0.00005723655,0.0005377909],"genre_scores_gemma":[0.9047807,0.0001951214,0.0008961853,0.09094138,0.001373847,0.0002178511,0.00003090298,0.00005761724,0.001506428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3486113,"threshold_uncertainty_score":0.9994924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024905555","doi":"10.1590/s1516-44462009000500006","title":"Estimulação transcraniana por corrente direta: uma alternativa promissora para o tratamento da depressão maior?","year":2009,"lang":"pt","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Transcranial direct-current stimulation; Scalp; Depression (economics); Stimulation; Physical medicine and rehabilitation; Psychology; Transcranial alternating current stimulation; Randomized controlled trial; Medicine; Neuroscience; Anesthesia; Transcranial magnetic stimulation; Surgery","authors":[{"name":"Marcelo T. Berlim","is_ca":true},{"name":"Vitor Dias Neto","is_ca":true},{"name":"Gustavo Turecki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07435932907683909,"gpt":0.3598380506534888,"spread":0.2854787215766497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001114219,0.002315796,0.005253989,0.001179309,0.0007520395,0.0007286177,0.003366878,0.0007829572,0.001368418],"category_scores_gemma":[0.0004913779,0.002027468,0.003374485,0.001829485,0.0007007722,0.0009691115,0.0001055504,0.00301656,0.0002663944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028701,"about_ca_system_score_gemma":0.001876463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001662155,"about_ca_topic_score_gemma":0.0000380039,"domain_scores_codex":[0.9862108,0.001500409,0.005838715,0.001900505,0.002872085,0.001677543],"domain_scores_gemma":[0.9908376,0.0007521346,0.005030113,0.00147483,0.0005706949,0.001334585],"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":[0.002897758,0.004554181,0.00299511,0.0139177,0.001906919,0.00187846,0.002192833,0.0006759575,0.001117362,0.001094504,0.01957548,0.9471937],"study_design_scores_gemma":[0.04123956,0.01229045,0.04168595,0.09583251,0.02283252,0.01189424,0.000737726,0.002713916,0.000114534,0.003096614,0.7588546,0.008707339],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003203994,0.9612428,0.008912481,0.005199167,0.01601655,0.003400852,0.0006578912,0.000139312,0.001226934],"genre_scores_gemma":[0.0625894,0.9155625,0.01125257,0.00162085,0.004624108,0.00007072468,0.00004048156,0.0005777341,0.003661678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9384864,"threshold_uncertainty_score":0.9995444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071497422","doi":"10.1016/j.rbp.2012.02.005","title":"Effects of pregabalin on behavioral alterations induced by ketamine in rats","year":2012,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Pregabalin; Stereotypy; Ketamine; Saline; Pharmacology; Antagonist; Placebo; NMDA receptor; Medicine; Schizophrenia (object-oriented programming); Anesthesia; Psychology; Endocrinology; Internal medicine; Receptor; Psychiatry; Amphetamine","authors":[{"name":"Emerson Arcoverde Nunes","is_ca":true},{"name":"Leila Canever","is_ca":false},{"name":"Larissa de Oliveira","is_ca":false},{"name":"Renata D′Altoé de Luca","is_ca":false},{"name":"João Quevedo","is_ca":false},{"name":"Alexandra I. Zugno","is_ca":false},{"name":"Antônio Augusto de Freitas Peregrino","is_ca":false},{"name":"José Alexandre S. Crippa","is_ca":false},{"name":"Serdar Dursun","is_ca":true},{"name":"Glen B. Baker","is_ca":true},{"name":"Jaime E. C. Hallak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01385824574146962,"gpt":0.3120205522269348,"spread":0.2981623064854652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001992414,0.0001540441,0.0003604134,0.000266895,0.00002726498,0.000007107451,0.0000951138,0.0001091311,0.00005964048],"category_scores_gemma":[0.00005212838,0.0001181401,0.0001467252,0.0001747906,0.00002674631,0.0002205103,0.00001286423,0.0003263549,0.00001144633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006070843,"about_ca_system_score_gemma":0.0001179781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007149362,"about_ca_topic_score_gemma":0.00001038404,"domain_scores_codex":[0.9986863,0.0001012548,0.0005395725,0.0001047625,0.0003508559,0.0002173134],"domain_scores_gemma":[0.9990996,0.00006247791,0.0003611929,0.0001870664,0.00006132993,0.0002283485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009287219,0.010824,0.6867127,0.0002183654,0.0001116911,0.00003597609,0.0005169148,0.000003508228,0.2781577,0.0001352284,0.01455696,0.007798281],"study_design_scores_gemma":[0.007883453,0.00400856,0.836462,0.001626709,0.0003105939,0.0001560136,0.0001047998,0.000003843594,0.1488975,0.00007930878,0.0003224598,0.0001448345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944666,0.002332835,0.00002310708,0.001229355,0.00134748,0.0002907829,0.000005308172,0.000008496147,0.0002960159],"genre_scores_gemma":[0.9969356,0.00002640307,0.002324199,0.0001330483,0.0003883898,0.000005362826,0.00000743133,0.00002226498,0.0001573167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1497493,"threshold_uncertainty_score":0.4817612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2757259394","doi":"10.1590/1516-4446-2017-2253","title":"Cardiovascular risk and bipolar disorder: factors associated with a positive coronary calcium score in patients with bipolar disorder type 1","year":2017,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Fundação Instituto de Pesquisas Econômicas; Universidade Federal do Rio Grande do Sul; Hospital de Clínicas de Porto Alegre","keywords":"Bipolar disorder; Medicine; Poisson regression; Internal medicine; Depression (economics); Bipolar II disorder; Psychiatry; Population","authors":[{"name":"Aline Rodrigues Wageck","is_ca":false},{"name":"Felipe Soares Torres","is_ca":false},{"name":"Clarissa Severino Gama","is_ca":false},{"name":"Dayane Santos Martins","is_ca":false},{"name":"Ellen Scotton","is_ca":false},{"name":"Ramiro Reckziegel","is_ca":false},{"name":"Monise Costanzi","is_ca":false},{"name":"Régis Goulart Rosa","is_ca":false},{"name":"Flávio Kapczinski","is_ca":true},{"name":"Maurício Kunz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00977923028991415,"gpt":0.2379631823748529,"spread":0.2281839520849388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002574827,0.0003656386,0.0007522406,0.000240834,0.0003972333,0.00006528841,0.0002014128,0.0001643068,0.00002635512],"category_scores_gemma":[0.0001031964,0.0002362213,0.0002482513,0.0002092232,0.00024534,0.00034013,0.00004773828,0.0006317919,0.000002593723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009255129,"about_ca_system_score_gemma":0.0003362129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927785,"about_ca_topic_score_gemma":0.003001452,"domain_scores_codex":[0.998138,0.0001426759,0.0004087545,0.0003301546,0.0006066989,0.0003736993],"domain_scores_gemma":[0.9982232,0.00003613854,0.0005781522,0.0005528328,0.0003128662,0.0002968385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001261943,0.001315055,0.9838175,0.00003938819,0.002572972,0.00003444024,0.0003308725,0.00001344252,0.000001283346,0.00001034268,0.00003965349,0.01056317],"study_design_scores_gemma":[0.01292522,0.003875332,0.9788287,0.0006242304,0.001502502,0.00004981559,0.0002903858,0.000005262373,0.000005938356,0.00005544329,0.001559757,0.0002773726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390935,0.05955188,0.00009841599,0.0003035885,0.0003181859,0.0004710092,0.00009932051,0.00001348352,0.00005064492],"genre_scores_gemma":[0.9988325,0.0005687206,0.0003434819,0.0000353905,0.00006692896,0.000002898906,0.00005329637,0.0000640018,0.00003274409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05973907,"threshold_uncertainty_score":0.9632825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603731503","doi":"10.1590/1516-4446-2016-2106","title":"The relationship between moderate-to-vigorous physical activity and executive function among individuals with schizophrenia: differences by illness duration","year":2017,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Toronto","funders":"Canadian Institutes of Health Research; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Centre for Addiction and Mental Health","keywords":"Schizophrenia (object-oriented programming); Physical illness; Duration (music); Psychology; Psychiatry; Medicine; Clinical psychology; Cognition","authors":[{"name":"Viviane Grassmann","is_ca":true},{"name":"Mehala Subramaniapillai","is_ca":true},{"name":"Mark Duncan","is_ca":true},{"name":"Kelly P. Arbour‐Nicitopoulos","is_ca":true},{"name":"Guy Faulkner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0230466130245905,"gpt":0.3033753327218173,"spread":0.2803287196972268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003257563,0.0001800823,0.0003235391,0.00009678568,0.001333401,0.0003077572,0.0001753344,0.00007607634,0.000003208516],"category_scores_gemma":[0.0002721552,0.00009974818,0.00008163408,0.00009666003,0.0002698373,0.0004816556,0.00003791434,0.0005033974,0.000004774548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004654881,"about_ca_system_score_gemma":0.0003291413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003273399,"about_ca_topic_score_gemma":0.0003202306,"domain_scores_codex":[0.9986588,0.000128314,0.0002303426,0.0002059242,0.0005431829,0.0002334117],"domain_scores_gemma":[0.9984161,0.0002928603,0.0004645636,0.0003153839,0.0001587265,0.0003523488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008779637,0.000173108,0.9736209,0.00001587114,0.0002884025,0.000007560329,0.000168035,0.000001151912,0.00003067767,0.0009581789,0.0006649841,0.0152915],"study_design_scores_gemma":[0.003958385,0.001484878,0.9846638,0.000181202,0.0002490347,0.00005317905,0.0002591438,0.00003122199,0.000217168,0.008772966,0.00001521609,0.0001138397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880576,0.0002222043,0.0008230206,0.0101912,0.0002168948,0.0003514654,0.00002191344,0.00001067544,0.0001050379],"genre_scores_gemma":[0.9982533,0.00002054073,0.0009641123,0.00001832405,0.0005564726,0.00001585385,0.000005041799,0.00001664569,0.0001496885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01517766,"threshold_uncertainty_score":0.9999667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292656790","doi":"10.47626/1516-4446-2022-2679","title":"Smartphone-assisted online brief cognitive behavioral therapy to treat maternal depression: findings of a randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fundação Maria Cecilia Souto Vidigal; Grand Challenges Canada","keywords":"Randomized controlled trial; Depression (economics); Cognitive behavioral therapy; Anxiety; Intervention (counseling); Medicine; Edinburgh Postnatal Depression Scale; Clinical psychology; Cognitive therapy; Psychology; Psychiatry; Physical therapy; Depressive symptoms; Internal medicine","authors":[{"name":"Daniel Fatori","is_ca":false},{"name":"Pedro Fonseca Zuccolo","is_ca":false},{"name":"Mariana Otero Xavier","is_ca":false},{"name":"Alícia Matijasevich","is_ca":false},{"name":"Guilherme V. Polanczyk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0226293915097719,"gpt":0.3389697630895802,"spread":0.3163403715798083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00125813,0.0002653244,0.002100885,0.0003824998,0.0001722997,0.00002051801,0.0002287541,0.00007944395,0.001575034],"category_scores_gemma":[0.00009051924,0.0001887784,0.000977287,0.0002173474,0.00008460793,0.00008723846,0.00006004971,0.0005433063,0.000004682044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007659595,"about_ca_system_score_gemma":0.000457279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005894499,"about_ca_topic_score_gemma":0.0000104413,"domain_scores_codex":[0.9961095,0.0006431727,0.001871832,0.0002243831,0.0008341748,0.0003168921],"domain_scores_gemma":[0.9978479,0.0002323422,0.001146453,0.0001898119,0.0001897925,0.0003937368],"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":[0.9473458,0.002552465,0.04656225,0.0002516331,0.0003081491,0.0001511115,0.0004813954,0.000002865427,0.0002752647,0.0000193208,0.0004159473,0.001633795],"study_design_scores_gemma":[0.9355868,0.007234669,0.05013438,0.00290877,0.0006404732,0.00138766,0.0003384236,0.000004134167,0.001407263,0.00009419602,0.000102812,0.0001604394],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873158,0.003188035,0.00003025375,0.001915257,0.004214955,0.002969654,0.0001111062,0.00001636452,0.0002385903],"genre_scores_gemma":[0.9956867,0.0001632774,0.0009667892,0.001166183,0.0006339079,0.0001314078,0.0000174608,0.00003737942,0.001196952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01175902,"threshold_uncertainty_score":0.9993377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060550068","doi":"10.1590/s1516-44462006000600007","title":"Ética em psiquiatria forense: atividades pericial e clínica e pesquisa com prisioneiros","year":2006,"lang":"pt","type":"review","venue":"Brazilian Journal of Psychiatry","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Psychology","authors":[{"name":"Jose Taborda","is_ca":false},{"name":"Julio Arboleda‐Flórez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03424472921018926,"gpt":0.3540351558028604,"spread":0.3197904265926711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004462708,0.004077284,0.009349978,0.003164058,0.001216394,0.0008991948,0.005585691,0.00367269,0.004470614],"category_scores_gemma":[0.0005739001,0.003694557,0.007254713,0.003382067,0.001242552,0.0008671311,0.0005519084,0.007908588,0.002595538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009897538,"about_ca_system_score_gemma":0.004984091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006759479,"about_ca_topic_score_gemma":0.000421187,"domain_scores_codex":[0.9747132,0.003758318,0.01164923,0.002898091,0.003339993,0.00364114],"domain_scores_gemma":[0.9762437,0.001372231,0.01548531,0.00371308,0.001089693,0.002095975],"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":[0.00164932,0.00298228,0.00571741,0.005232445,0.002955413,0.0004161407,0.001337727,0.00001180263,0.000007031347,0.004798087,0.7920742,0.1828182],"study_design_scores_gemma":[0.007970777,0.004690054,0.005339865,0.01840303,0.006286249,0.006670566,0.002835124,0.00002110201,0.000001297635,0.004610936,0.939672,0.003499018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001764406,0.6182415,0.001444943,0.00334998,0.3636351,0.002003624,0.0005701904,0.0001476941,0.008842454],"genre_scores_gemma":[0.01412448,0.6914314,0.04690267,0.004748294,0.2153655,0.0002801472,0.00093558,0.00419663,0.02201534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1793191,"threshold_uncertainty_score":0.9997945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391293129","doi":"10.47626/1516-4446-2023-3418","title":"Exploring depression in people with schizophrenia spectrum disorders: A cross-sectional analysis of the clinical relationship with Positive and Negative Syndrome Scale dimensions","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Positive and Negative Syndrome Scale; Generalizability theory; Psychopathology; Schizophrenia (object-oriented programming); Depression (economics); Psychiatry; Clinical psychology; Psychology; Cross-sectional study; Schizophrenia spectrum; Logistic regression; Internal medicine; Association (psychology); Medicine; Psychosis","authors":[{"name":"Francesco Bartoli","is_ca":false},{"name":"Angela Calabrese","is_ca":false},{"name":"Federico Moretti","is_ca":false},{"name":"Marta Castiglioni","is_ca":false},{"name":"Luca Prestifilippo","is_ca":false},{"name":"Aldo De Pietra","is_ca":false},{"name":"Marco Gazzola","is_ca":false},{"name":"P. Della Camera","is_ca":false},{"name":"Cristina Crocamo","is_ca":false},{"name":"Giuseppe Carrà","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03380321724882544,"gpt":0.3314477745492718,"spread":0.2976445573004463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004355893,0.0001410216,0.0004044112,0.0005898818,0.0001313034,0.00004752598,0.00008599366,0.0000575656,0.00003277706],"category_scores_gemma":[0.0000852916,0.00007451369,0.0002478298,0.00163264,0.0002251649,0.0002903948,0.0000348981,0.0006642761,0.00000161056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007126378,"about_ca_system_score_gemma":0.0007187346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006974502,"about_ca_topic_score_gemma":0.00816056,"domain_scores_codex":[0.9983611,0.0001594376,0.0005609063,0.000251226,0.000488314,0.000179027],"domain_scores_gemma":[0.9989057,0.0004123673,0.0002077133,0.0002004889,0.00008007375,0.0001937125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008280274,0.0003089732,0.9887961,0.00003778416,0.001229635,0.0000647722,0.0002584245,0.0002332488,0.000004300585,0.0004436583,0.000007711307,0.0003350822],"study_design_scores_gemma":[0.003658404,0.001210245,0.9897512,0.001004463,0.0008658867,0.0007745994,0.0002827757,0.0002830959,0.00002208507,0.002069067,0.000001137249,0.00007703358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950113,0.001130776,0.0001386515,0.003157949,0.0002316605,0.0002431028,0.00001997739,0.000008473414,0.00005811728],"genre_scores_gemma":[0.993516,0.0001284824,0.006196521,0.00001578644,0.00008122533,0.00001032013,0.000004193997,0.00001682579,0.00003066882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008090816,"threshold_uncertainty_score":0.4553784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043534136","doi":"10.1590/s1516-44462009000400008","title":"The GABA A-Receptor γ2 (GABRG2) Gene in obsessive-compulsive disorder","year":2009,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; St Joseph's Health Care; McMaster University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Glutamatergic; GABAergic; Psychology; Transmission disequilibrium test; Proband; Anxiety disorder; Linkage disequilibrium; Candidate gene; Psychiatry; Neuroscience; Anxiety; Biology; Internal medicine; Genetics; Receptor; Allele; Inhibitory postsynaptic potential; Medicine; Glutamate receptor; Gene; Haplotype; Mutation","authors":[{"name":"Margaret A. Richter","is_ca":true},{"name":"Gwyneth Zai","is_ca":true},{"name":"Joanna McBride","is_ca":true},{"name":"Emanuela Mundo","is_ca":false},{"name":"Richard P. Swinson","is_ca":true},{"name":"James L. Kennedy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00634395013979317,"gpt":0.2776246964329987,"spread":0.2712807462932055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006519738,0.0004977278,0.000693659,0.0004485576,0.0003630343,0.0001358067,0.001392067,0.0002478314,0.001276192],"category_scores_gemma":[0.0001633954,0.000372873,0.0005528787,0.0009186352,0.0002978769,0.00034716,0.0000522713,0.001225314,0.0004482176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330444,"about_ca_system_score_gemma":0.0003816151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003189156,"about_ca_topic_score_gemma":0.0003958962,"domain_scores_codex":[0.9959354,0.0004971418,0.001491262,0.0004937394,0.0006097376,0.000972697],"domain_scores_gemma":[0.9971205,0.0002760425,0.001283752,0.000738458,0.0002585447,0.0003226773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002902425,0.003548349,0.5862969,0.00003708375,0.0008315776,0.000357882,0.00583747,0.0005375808,0.001128624,0.05550223,0.1638563,0.1791635],"study_design_scores_gemma":[0.006906476,0.001350367,0.9253919,0.0001974541,0.0000869558,0.0004436571,0.008229724,0.00002591977,0.0000778854,0.02766664,0.02893421,0.0006887983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042645,0.02458183,0.0009427443,0.04032244,0.01510868,0.0006127671,0.00003474246,0.00005975349,0.01407252],"genre_scores_gemma":[0.990182,0.0004180642,0.004178561,0.002146207,0.001741941,0.00001257538,0.00001012708,0.00008594008,0.001224544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.339095,"threshold_uncertainty_score":0.9998723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319655926","doi":"10.47626/1516-4446-2022-2984","title":"Guidelines for integrating spirituality into the prevention and treatment of alcohol and other substance use disorders","year":2023,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universidade Federal de Juiz de Fora; Universidade Federal de Minas Gerais; Universidade Federal do Rio Grande do Sul; Harvard University; Bowling Green State University; York University; World Health Organization","keywords":"Spirituality; Religiosity; Psychological intervention; Substance use; Psychology; Psychotherapist; Clinical psychology; Psychiatry; Medicine; Alternative medicine; Social psychology","authors":[{"name":"Alexandre de Rezende-Pinto","is_ca":false},{"name":"Alexander Moreira‐Almeida","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09289161927913872,"gpt":0.4226837316060755,"spread":0.3297921123269367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137101,0.00009679054,0.0002059724,0.00007799423,0.0002830962,0.00004898015,0.0001271244,0.00007533628,0.000008982568],"category_scores_gemma":[0.0002628432,0.00006328123,0.0001340176,0.0002076272,0.0003231326,0.0001539298,0.00000627603,0.00005879254,6.529496e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001757466,"about_ca_system_score_gemma":0.0001104276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418436,"about_ca_topic_score_gemma":0.06342493,"domain_scores_codex":[0.9987831,0.0002306456,0.0005271385,0.0001349377,0.0001693186,0.0001549197],"domain_scores_gemma":[0.9990031,0.000222264,0.000390913,0.0001201549,0.0001912831,0.0000723183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002201878,0.0001859944,0.8316188,0.00005041489,0.0001496315,5.867068e-7,0.05622998,0.000006977568,0.0001021455,0.02308441,0.0290825,0.05926835],"study_design_scores_gemma":[0.004265883,0.001723083,0.3110335,0.0004369649,0.00021018,0.00001790757,0.1018544,0.00004994806,0.00004044125,0.3991286,0.1808787,0.0003603165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549431,0.003815091,0.000580007,0.03895954,0.001047029,0.0002886399,0.000007808502,0.00001149625,0.0003473436],"genre_scores_gemma":[0.9726125,0.006904753,0.0162983,0.00155425,0.001593395,0.00002215185,0.000003027792,0.00003026769,0.0009813589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5205854,"threshold_uncertainty_score":0.9536651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165188554","doi":"10.1590/1516-4446-2020-1705","title":"Low-dose ketamine does not improve the speed of recovery from depression in electroconvulsive therapy: a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"University of Alberta; Alberta Health Services","keywords":"Electroconvulsive therapy; Ketamine; Propofol; Anesthesia; Adverse effect; Anesthetic; Randomized controlled trial; Major depressive disorder; Medicine; Anesthetic Agent; Placebo; Depression (economics); Antidepressant; Clinical trial; Clinical Global Impression; Treatment-resistant depression; Psychology; Psychiatry; Internal medicine; Anxiety","authors":[{"name":"Adrianna J. Woolsey","is_ca":true},{"name":"Jalal A. Nanji","is_ca":true},{"name":"C. Moreau","is_ca":true},{"name":"Sudhakar Sivapalan","is_ca":true},{"name":"Stephane L. Bourque","is_ca":true},{"name":"Alfonso Ceccherini‐Nelli","is_ca":true},{"name":"Ferrante S. Gragasin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006298202252558655,"gpt":0.2615503500684382,"spread":0.2552521478158796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322289,0.000311188,0.002380616,0.0002362824,0.00005640812,0.00003344668,0.0002405883,0.0001905608,0.000386548],"category_scores_gemma":[0.001203689,0.0001432584,0.001311963,0.0002188844,0.0001179475,0.0001733443,0.00003902827,0.000619103,0.000004221439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006532806,"about_ca_system_score_gemma":0.000887804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002736343,"about_ca_topic_score_gemma":0.00006039477,"domain_scores_codex":[0.9959555,0.0009733901,0.0017998,0.0003064005,0.0006860821,0.0002788047],"domain_scores_gemma":[0.995935,0.001366677,0.001710074,0.0005025957,0.0003341144,0.0001515356],"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":[0.8156927,0.001560942,0.00480644,0.00002653991,0.001273729,0.0001190382,0.000174604,0.000005107181,0.1709128,0.00001143751,0.0002697739,0.005146913],"study_design_scores_gemma":[0.8646226,0.001153904,0.006982502,0.000741789,0.0007478747,0.00008522721,0.0002721647,0.00004707026,0.1236379,0.001548949,0.00003299596,0.0001270101],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772431,0.009866608,0.00006301141,0.006337212,0.003504164,0.002611044,0.00001833075,0.00001111538,0.0003454495],"genre_scores_gemma":[0.9935613,0.001775203,0.001743926,0.0006580653,0.001389172,0.00004127501,0.0000122416,0.00004079379,0.0007780269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04892992,"threshold_uncertainty_score":0.5841908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091891679","doi":"10.1590/1516-4446-2020-0019","title":"Features shared between fear of missing out on rewarding experiences (FOMO) and internet gaming disorder","year":2020,"lang":"en","type":"editorial","venue":"Brazilian Journal of Psychiatry","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; The Internet; Internet privacy; Social psychology; Computer science; World Wide Web","authors":[{"name":"Rafael C. Freire","is_ca":true},{"name":"Veruska Andrea Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01387178460630998,"gpt":0.3255178592326302,"spread":0.3116460746263202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009777031,0.000360175,0.0009391404,0.0003798239,0.0003385257,0.0002467289,0.001190221,0.001026708,0.00007596863],"category_scores_gemma":[0.002747869,0.000330486,0.0003123762,0.0002551664,0.0006361395,0.00034408,0.0001288084,0.001918534,0.000005391702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217049,"about_ca_system_score_gemma":0.0009232311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499662,"about_ca_topic_score_gemma":0.0002287605,"domain_scores_codex":[0.9965749,0.000303525,0.0008862679,0.0003756824,0.001401522,0.0004581311],"domain_scores_gemma":[0.9971902,0.000322876,0.00170719,0.0002239351,0.0002257476,0.0003300385],"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":[0.000159771,0.00006408933,0.02921567,0.0001656837,0.000177806,0.00002086084,0.02323551,2.456987e-7,0.000008640425,0.00004021125,0.9281018,0.01880969],"study_design_scores_gemma":[0.004212875,0.002207425,0.03523823,0.01494925,0.0006453295,0.00002953062,0.1340033,0.000003528553,0.0002448792,0.003958893,0.8028726,0.00163413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.05788951,0.006361252,0.0001878261,0.01226706,0.9200801,0.000329569,0.00008808309,0.00009147217,0.002705153],"genre_scores_gemma":[0.3024428,0.0004195773,0.007317987,0.0002118092,0.6886027,0.000003379415,0.00001910212,0.0001149457,0.0008677231],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2445533,"threshold_uncertainty_score":0.9999147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200245337","doi":"10.1590/1516-4446-2021-2103","title":"Underage drinking in Brazil: findings from a community household survey","year":2021,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Social Sciences and Humanities Research Council of Canada; Fundação Oswaldo Cruz; Canadian Institutes of Health Research; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Environmental health; Depression (economics); Medicine; Demography; Population; Suicide prevention; Injury prevention; Poison control; Occupational safety and health; Gerontology","authors":[{"name":"Coral Rakovski","is_ca":true},{"name":"Taiane de Azevedo Cardoso","is_ca":true},{"name":"Jurema Corrêa da Mota","is_ca":false},{"name":"Francisco Inácio Bastos","is_ca":false},{"name":"Flávio Kapczinski","is_ca":false},{"name":"Raquel B. De Boni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04220175612492424,"gpt":0.302438281192497,"spread":0.2602365250675728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007511724,0.0001950263,0.0005686281,0.0002236852,0.0001187027,0.00004477613,0.0002044416,0.0001242326,0.0002832241],"category_scores_gemma":[0.000200326,0.0001700635,0.0002522055,0.0004993542,0.00005014051,0.0002089726,0.00003721878,0.000966065,0.00001160413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001287859,"about_ca_system_score_gemma":0.0005124079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001327739,"about_ca_topic_score_gemma":0.01389731,"domain_scores_codex":[0.9982008,0.0003881709,0.0006507763,0.0001482869,0.0003435998,0.000268376],"domain_scores_gemma":[0.9986916,0.0003700563,0.0002275461,0.0004080567,0.0001246334,0.0001781011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000347606,0.0005507875,0.9930452,0.00001642611,0.0002007729,0.0004411817,0.00119669,0.000008153301,0.0002770499,0.00006899077,0.003319043,0.0005281091],"study_design_scores_gemma":[0.005638082,0.0001414652,0.9879171,0.0006909527,0.000104384,0.0002688329,0.002213133,0.000003353167,0.0006238364,0.002118385,0.000137582,0.0001428702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936813,0.002334619,0.00007237093,0.002016806,0.001198148,0.00007800699,0.000008031748,0.00002178639,0.0005889118],"genre_scores_gemma":[0.9944388,0.0002023715,0.003217401,0.001592599,0.0002301499,8.434764e-7,0.00003694482,0.00003604118,0.0002448243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01376453,"threshold_uncertainty_score":0.7755023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205094766","doi":"10.1590/1516-4446-2021-1865","title":"Physician suicide demographics and the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Pandemic; Medicine; Ethnic group; Population; Demography; Occupational safety and health; Suicide prevention; Coronavirus disease 2019 (COVID-19); Demographics; Health care; Family medicine; Poison control; Gerontology; Medical emergency; Disease; Environmental health; Infectious disease (medical specialty); Internal medicine","authors":[{"name":"Dante Duarte","is_ca":true},{"name":"Mirret M. El-Hagrassy","is_ca":false},{"name":"Tiago Castro e Couto","is_ca":false},{"name":"Wagner de Sousa Gurgel","is_ca":false},{"name":"Benício N. Frey","is_ca":true},{"name":"Flávio Kapczinski","is_ca":false},{"name":"Humberto Corrêa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05029252859216572,"gpt":0.3894929794188016,"spread":0.3392004508266359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002001981,0.0001581866,0.0003162633,0.0002200902,0.0006828672,0.00002325731,0.0004490092,0.00005456651,0.0006560544],"category_scores_gemma":[0.00005110578,0.0001162272,0.0002525772,0.0004213903,0.0002987723,0.00007029208,0.00009269267,0.0008638104,0.00001097288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747782,"about_ca_system_score_gemma":0.001032316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002295969,"about_ca_topic_score_gemma":0.0004477797,"domain_scores_codex":[0.9978282,0.0006824022,0.0005728634,0.0002113087,0.0003713196,0.0003338803],"domain_scores_gemma":[0.9983487,0.000397232,0.0005503034,0.0003050072,0.00003230443,0.0003664871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002432092,0.0003323811,0.8536764,0.00008332833,0.000197813,0.00004613232,0.003692692,0.00003827376,0.00001970885,0.06248089,0.06388611,0.01311417],"study_design_scores_gemma":[0.01866889,0.001510927,0.2034964,0.00004498948,0.000299675,0.004875548,0.02615284,0.00002676428,0.000001019387,0.07784588,0.6666297,0.0004474386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8873707,0.02573733,0.000780085,0.07193451,0.009104755,0.0005189829,0.00006119091,0.00005026168,0.004442171],"genre_scores_gemma":[0.9277563,0.0002855829,0.0002582299,0.07039574,0.0007616819,0.00001924751,0.000003236317,0.0000283021,0.0004916769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.65018,"threshold_uncertainty_score":0.7183335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309165072","doi":"10.47626/1516-4446-2022-2584","title":"Symptoms of depression (not anxiety) mediate the relationship between childhood sexual abuse and compulsive sexual behaviors in men","year":2022,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ottawa Mental Health Centre; Toronto Metropolitan University","funders":"","keywords":"Depression (economics); Sexual abuse; Anxiety; Psychology; Clinical psychology; Sexual behavior; Psychiatry; Poison control; Injury prevention; Medicine; Medical emergency","authors":[{"name":"Sirlene Caramello dos Reis","is_ca":false},{"name":"Katey Park","is_ca":true},{"name":"Michelle M. Dionne","is_ca":true},{"name":"Hyoun S. Kim","is_ca":true},{"name":"Marco de Tubino Scanavino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01648719917355409,"gpt":0.289122283730777,"spread":0.272635084557223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008465684,0.0001957333,0.0003782831,0.0003350129,0.0002666688,0.00002020842,0.0004801203,0.0001073356,0.000287426],"category_scores_gemma":[0.00003186289,0.000154122,0.0001009276,0.0004179318,0.0001309177,0.000144871,0.00008788037,0.001130284,0.000006724123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003528548,"about_ca_system_score_gemma":0.0001316394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004924198,"about_ca_topic_score_gemma":0.0000970296,"domain_scores_codex":[0.9976078,0.0005073384,0.0008826007,0.0002758962,0.0004497346,0.0002765839],"domain_scores_gemma":[0.9983358,0.0003840006,0.000732448,0.0003594095,0.00004572025,0.0001426352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002073501,0.0003997186,0.9754917,0.00001214165,0.000121001,0.00001624453,0.01447791,0.0000557343,0.0000260075,0.0005974444,0.001744272,0.006850474],"study_design_scores_gemma":[0.00327258,0.0006195987,0.9834307,0.00004761938,0.00014961,0.0003164372,0.01103453,0.00000265203,0.000009951734,0.0007224992,0.0002389079,0.000154845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953727,0.001555569,0.00001336945,0.001138592,0.001114468,0.0002560408,0.00007208328,0.00001156346,0.0004656004],"genre_scores_gemma":[0.9989843,0.00001063107,0.0001532344,0.00019988,0.0005021722,0.000009564337,0.00001371983,0.00003195342,0.00009453014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007939062,"threshold_uncertainty_score":0.628491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103622901","doi":"10.1590/s1516-44462011000300011","title":"Exposure to violence in incarcerated youth from the city of São Paulo","year":2011,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Suicide prevention; Occupational safety and health; Poison control; Injury prevention; Demography; Psychology; Environmental health; Medicine; Sociology","authors":[{"name":"Susan Huculak","is_ca":true},{"name":"John D. McLennan","is_ca":true},{"name":"Isabel A. Bordin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03209788399832483,"gpt":0.2883921272714953,"spread":0.2562942432731705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007251019,0.0000784513,0.0001945605,0.0001350675,0.0001566596,0.00002232762,0.0004633811,0.00006218346,0.0003992748],"category_scores_gemma":[0.0001575585,0.00005707052,0.000148076,0.0007639048,0.00008227628,0.0001391444,0.00002428858,0.0002323388,0.000008502856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003217899,"about_ca_system_score_gemma":0.0003114535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01623974,"about_ca_topic_score_gemma":0.1633416,"domain_scores_codex":[0.9987417,0.0002252748,0.0004515664,0.000107657,0.0003128867,0.0001608941],"domain_scores_gemma":[0.9991443,0.00006197001,0.0002891805,0.000170964,0.0002154902,0.0001181574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002082943,0.0002308352,0.7991819,0.000005321373,0.00006314871,0.000006313899,0.1753866,0.00002515367,0.00005793399,0.0002865304,0.0004275921,0.02412036],"study_design_scores_gemma":[0.000202208,0.0001763443,0.3633625,0.0002248989,0.0001753602,0.000002015929,0.6337283,0.000002820785,0.0000521543,0.001934618,0.00006080408,0.00007792196],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964337,0.0004628002,0.000397655,0.0005754784,0.0009076297,0.00006229291,0.00001235886,0.000004763411,0.001143303],"genre_scores_gemma":[0.9979407,0.0001540121,0.001217891,0.00028284,0.0003749783,8.558119e-7,5.725295e-7,0.000004926174,0.00002327506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4583417,"threshold_uncertainty_score":0.9903112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}