{"id":"W2151806003","doi":"10.1017/s1352465806002839","title":"Predictors of Depressive Relapse During a Two Year Prospective Follow-up after Cognitive and Behavioral Therapies","year":2006,"lang":"en","type":"article","venue":"Behavioural and Cognitive Psychotherapy","topic":"Mental Health Research Topics","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Personality; Psychology; Prospective cohort study; Behavioral activation; Clinical psychology; Proportional hazards model; Cognition; Cognitive therapy; Cognitive behavioral therapy; Psychiatry; Internal medicine; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001441755,0.000314883,0.0003629289,0.000175003,0.0001713518,0.00004196824,0.00008955213,0.000150245,0.0007178613],"category_scores_gemma":[0.000005668291,0.0002751205,0.0000952198,0.0001825464,0.0005726086,0.0001746984,0.00002793115,0.0003449622,0.00001621239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002888265,"about_ca_system_score_gemma":0.00002789935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299356,"about_ca_topic_score_gemma":0.0006048765,"domain_scores_codex":[0.9979284,0.000237118,0.0003858416,0.0006127175,0.0003218135,0.0005141177],"domain_scores_gemma":[0.999135,0.0001212798,0.0001804353,0.0001519226,0.00023827,0.000173059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005512969,0.0006046406,0.9740588,0.00002827059,0.0001462452,0.00006627273,0.006756327,4.485992e-9,0.0007887222,0.0004176254,0.00003273695,0.01158738],"study_design_scores_gemma":[0.01187134,0.0009909319,0.9787402,0.0002156104,0.0001306119,0.00004557991,0.004199488,3.757021e-7,0.002317338,0.001186223,0.00001588753,0.0002863908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923221,0.003604291,0.00003190367,0.00007194218,0.0003400374,0.001445696,0.0003727629,0.00005404817,0.001757163],"genre_scores_gemma":[0.996168,0.0002861973,0.00005132828,0.00008182028,0.0001506522,0.000737266,0.00003287444,0.00005427016,0.002437545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01130099,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669291347543099,"score_gpt":0.3711170345492514,"score_spread":0.3344241210738205,"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."}}