{"id":"W2075013084","doi":"10.1016/s0010-440x(00)90139-1","title":"The specificity of epidemiological correlates of major depression","year":2000,"lang":"en","type":"article","venue":"Comprehensive Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"CIDI; Psychiatry; Depression (economics); Epidemiology; Mental illness; Population; Mood disorders; Mental health; Mood; Psychiatric epidemiology; Medicine; Clinical psychology; Psychology; Etiology; National Comorbidity Survey; Anxiety; Internal medicine; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000146189,0.0001582269,0.0003517454,0.00003212281,0.000211163,0.0000045888,0.0003061804,0.0001311267,0.003522003],"category_scores_gemma":[0.00001165423,0.0000930516,0.0001493234,0.0001414634,0.000260642,0.00003096163,0.00003925745,0.0001839858,0.0002284282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001116989,"about_ca_system_score_gemma":0.00001204628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009185727,"about_ca_topic_score_gemma":0.00001161063,"domain_scores_codex":[0.9984528,0.0002866222,0.0005838245,0.0002667963,0.0001311355,0.0002788159],"domain_scores_gemma":[0.998428,0.0007133339,0.0002621622,0.0004585302,0.00006451262,0.00007344183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00139987,0.0007144944,0.862639,0.00007360735,0.0001330413,0.00000339582,0.0002242316,0.00001685469,0.0001522768,0.01500309,0.02068799,0.0989522],"study_design_scores_gemma":[0.001058321,0.0002506607,0.9827839,0.00008227226,0.00003494415,0.00001261627,0.0004777573,0.00003159847,0.0001672946,0.009890427,0.005101377,0.0001088303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618443,0.01334891,0.00002481943,0.0005669119,0.001821964,0.0003746964,0.00001915956,0.00002625038,0.02197298],"genre_scores_gemma":[0.9975737,0.0003090705,0.0004300971,0.0002373803,0.0001352943,0.00002464344,0.00001222432,0.00001118544,0.001266345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.120145,"threshold_uncertainty_score":0.9973889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04208717621008274,"score_gpt":0.3572959874514112,"score_spread":0.3152088112413284,"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."}}