{"id":"W2059744316","doi":"10.4088/jcp.09m05618gry","title":"Three-Year Incidence and Predictors of First-Onset of DSM-IV Mood, Anxiety, and Substance Use Disorders in Older Adults","year":2011,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Psychiatry; Anxiety; Panic disorder; Generalized anxiety disorder; Psychology; Mood disorders; Bipolar disorder; Major depressive disorder; Mood; Substance abuse; Anxiety disorder; Schedule for Affective Disorders and Schizophrenia; Psychopathology; Comorbidity; Incidence (geometry); Prevalence of mental disorders; Clinical 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":[0.001362326,0.00009148528,0.0003852489,0.00007067465,0.00002270846,0.000003109282,0.0001187909,0.0001221525,0.00003681577],"category_scores_gemma":[0.0002971393,0.00005871693,0.00009398152,0.0001341175,0.0002880659,0.000141313,0.00002344721,0.0004185749,1.737055e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006122982,"about_ca_system_score_gemma":0.0000658045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001441908,"about_ca_topic_score_gemma":0.002254901,"domain_scores_codex":[0.9984445,0.00008701343,0.0009741846,0.000103366,0.0002890587,0.0001018569],"domain_scores_gemma":[0.9985747,0.0003260269,0.0006839,0.0002088405,0.0001135271,0.0000929846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002355068,0.0004038046,0.9945631,0.00007452456,0.00003363839,7.450774e-7,0.001362553,7.979302e-7,0.000003519766,0.00001385229,0.0002271788,0.0009611857],"study_design_scores_gemma":[0.00343309,0.0006839147,0.9929875,0.0008624404,0.000202933,0.00004277284,0.0007279448,0.00002035291,0.0000198563,0.0009600858,0.000006327234,0.00005278515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982966,0.0004248465,0.00006837429,0.0004914498,0.0004904009,0.0001653054,0.000005413469,0.000003306824,0.00005426362],"genre_scores_gemma":[0.996987,0.002397329,0.0004597123,0.00004736288,0.00009284577,6.731987e-7,5.911158e-7,0.000009863042,0.000004576883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00211071,"threshold_uncertainty_score":0.2394407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988846090465772,"score_gpt":0.3294302230228556,"score_spread":0.2895417621181979,"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."}}