{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006301925,0.0004329863,0.0006381065,0.001118406,0.0004569436,0.0007894822,0.000601552,0.0005857238,0.001074196],"category_scores_gemma":[0.011619,0.0002959709,0.001153573,0.0004118681,0.0005963609,0.0004794718,0.0010175,0.0008900231,0.0001761694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008261246,"about_ca_system_score_gemma":0.0005677987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003662121,"about_ca_topic_score_gemma":0.003565288,"domain_scores_codex":[0.9978199,0.001357167,0.0001287245,0.0002946588,0.000177056,0.0002225502],"domain_scores_gemma":[0.9937475,0.004114277,0.0009613619,0.0005884382,0.0002484111,0.0003400974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002473238,0.0004034948,0.9649178,0.00004228139,0.0002401021,0.00007486194,0.0009891829,0.004150348,0.001398481,0.0004822256,0.0004766686,0.0243513],"study_design_scores_gemma":[0.0001695065,0.0007468488,0.9221378,0.00004117114,0.0001577201,0.0002287673,0.001054621,0.07227062,0.000491557,0.002281623,0.0003761961,0.00004358509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973079,0.0000664131,0.002223449,0.00007984322,0.000003492281,0.00006422825,0.0001551034,0.00001476769,0.00008479956],"genre_scores_gemma":[0.9975895,0.00002541761,0.001606867,0.0000212921,0.000004987461,0.00007363553,0.000602924,0.000004931871,0.00007056744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006301925,"threshold_uncertainty_score":0.03332818,"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."}}