{"id":"W2747803235","doi":"10.1177/0706743717727241","title":"Prevalence of Mental Disorders among Older Chinese People in Tianjin City","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Office for Philosophy and Social Sciences","keywords":"Prevalence of mental disorders; Mental health; Mood disorders; Medicine; Psychiatry; Mood; Cohort; Mental illness; Population; Anxiety; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003890475,0.0002172992,0.0001972119,0.001026698,0.0005603309,0.0003010153,0.0002744994,0.0002548011,0.0009561062],"category_scores_gemma":[0.0005014591,0.0002021944,0.0003125106,0.0008959412,0.0002693923,0.0003054249,0.0003666062,0.0001980278,0.00008150922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005714723,"about_ca_system_score_gemma":0.0007655494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06313825,"about_ca_topic_score_gemma":0.0775196,"domain_scores_codex":[0.9998024,0.00002563819,0.00003374057,0.00004614834,0.00005161798,0.00004051955],"domain_scores_gemma":[0.9997043,0.00002541668,0.000117926,0.00001532537,0.00004962538,0.00008740013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000015588,0.00001464487,0.9979619,0.00002652311,0.00002877692,0.00009814119,0.0003296097,0.00001777881,0.0003113553,0.00001460876,0.0001010163,0.001080014],"study_design_scores_gemma":[0.000001216588,0.000009390925,0.9996328,0.000004549083,0.000009851099,0.00004573257,0.0002093561,0.00003134802,0.00001369134,0.000004488009,0.00003594609,0.000001510116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999398,0.0001639555,0.00001592423,0.00005220944,0.000003872673,0.000007054629,0.0001774826,0.000001414537,0.0001800277],"genre_scores_gemma":[0.9995,0.0001527201,0.0000312583,0.00002890997,0.00000588824,0.000008278636,0.000158646,4.28727e-7,0.0001139211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06313825,"threshold_uncertainty_score":0.1255415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378679331543058,"score_gpt":0.3263976918886475,"score_spread":0.3126108985732169,"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."}}