{"id":"W2169200063","doi":"10.1002/da.22293","title":"LATENT CLASSES OF NONRESPONDERS, RAPID RESPONDERS, AND GRADUAL RESPONDERS IN DEPRESSED OUTPATIENTS RECEIVING ANTIDEPRESSANT MEDICATION AND PSYCHOTHERAPY","year":2014,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"Treatment of Major Depression","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; University of Regina","funders":"Canadian Institutes of Health Research; Servier","keywords":"Psychology; Antidepressant; Clinical psychology; Major depressive disorder; Extraversion and introversion; Rating scale; Randomized controlled trial; Psychiatry; Cognition; Medicine; Personality; Internal medicine; Big Five personality traits; Anxiety; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007869069,0.0003127925,0.0005461007,0.0003972815,0.0001243795,0.00003643825,0.00009859086,0.0002592327,0.00003598417],"category_scores_gemma":[0.0001997509,0.0002431356,0.00006224055,0.0002155811,0.00024561,0.0002368827,0.00006678972,0.0002792017,0.000001062206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002268057,"about_ca_system_score_gemma":0.00003835693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007495406,"about_ca_topic_score_gemma":0.00003372976,"domain_scores_codex":[0.9975443,0.0004033454,0.0005355557,0.0007388502,0.0004556786,0.0003222024],"domain_scores_gemma":[0.9985757,0.0003530725,0.0002615759,0.0004591942,0.00006649152,0.0002839618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003736169,0.0003348685,0.7887832,0.0001963087,0.00005873628,0.00001010639,0.001302919,0.000004589941,0.07108912,0.00009312377,0.000769586,0.1336213],"study_design_scores_gemma":[0.009062776,0.0004397272,0.9709147,0.001030041,0.00008007175,0.00006464897,0.0002390839,0.001653859,0.0125915,0.0005463305,0.00311809,0.0002591414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992377,0.004792335,0.0005144256,0.001235015,0.0001183548,0.0005664393,0.00000882547,0.00006565848,0.0003218913],"genre_scores_gemma":[0.9811215,0.01703004,0.001220912,0.0003346788,0.00003942985,0.00002661173,0.00003460731,0.00004066499,0.0001515374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821316,"threshold_uncertainty_score":0.9914781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778552292318834,"score_gpt":0.282603958717652,"score_spread":0.2648184357944637,"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."}}