{"id":"W3004721111","doi":"10.1590/1516-4446-2019-0645","title":"The importance of assessing personality traits and disorders in clinical trials of major depressive disorder","year":2020,"lang":"en","type":"editorial","venue":"Brazilian Journal of Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Major depressive disorder; Psychology; Clinical psychology; Personality disorders; Big Five personality traits; Clinical trial; Personality; Psychiatry; Medicine; Internal medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03084425,0.003041125,0.007748549,0.003678408,0.00293144,0.009117142,0.003998221,0.02071936,0.005848669],"category_scores_gemma":[0.1173251,0.001707102,0.002599591,0.002430878,0.002866582,0.004779303,0.001449634,0.02102491,0.00341777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005247802,"about_ca_system_score_gemma":0.005045956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393844,"about_ca_topic_score_gemma":0.007073531,"domain_scores_codex":[0.9853137,0.004747719,0.003691819,0.001125828,0.004644471,0.0004764801],"domain_scores_gemma":[0.8232664,0.1178091,0.008732393,0.003561798,0.03824468,0.008385655],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002166269,0.00001797023,0.0001354073,0.001541204,0.0001780558,0.0001573265,0.00002652091,0.00004294715,0.00006377314,0.000451168,0.9830983,0.01407078],"study_design_scores_gemma":[0.001249811,0.0001890326,0.003162278,0.003970717,0.001416304,0.0009109454,0.0001596676,0.0009545519,0.0002454068,0.003099173,0.9845359,0.0001063222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007042658,0.01485657,0.0001533818,0.05251745,0.931343,0.00003123573,0.00006527865,0.0000329798,0.0009298464],"genre_scores_gemma":[0.0009458013,0.005529984,0.0002475824,0.03147769,0.9599122,0.00005847713,0.00002425473,0.00002533235,0.001778636],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9691557,"threshold_uncertainty_score":0.1631219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03471132568168422,"score_gpt":0.4129593054811655,"score_spread":0.3782479797994813,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}