{"id":"W7096620515","doi":"","title":"Original Research Psychiatric Disorders and Use of Mental Health Services by Ontario Women","year":2014,"lang":"en","type":"article","venue":"","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Mental health; Anxiety; Prevalence of mental disorders; Original research; Public health; Comorbidity; Epidemiology; Eating disorders","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002189425,0.0001863115,0.000174686,0.001206417,0.001909814,0.0008532822,0.0004647078,0.0002124771,0.01027547],"category_scores_gemma":[0.001504415,0.0002050833,0.0003110711,0.003102692,0.0005079599,0.0003955642,0.000512473,0.0002809177,0.0006680364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01684954,"about_ca_system_score_gemma":0.01393824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9798301,"about_ca_topic_score_gemma":0.9928403,"domain_scores_codex":[0.9996031,0.00002213468,0.00002745966,0.00003672406,0.0001731632,0.0001375208],"domain_scores_gemma":[0.9986778,0.00006377726,0.0004349188,0.00003409398,0.0004510114,0.0003384366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004072122,0.00002318743,0.9875268,0.00005263098,0.00001947944,0.0001252223,0.001676893,0.00002664592,0.000157587,0.00007718684,0.003958756,0.006314899],"study_design_scores_gemma":[0.000004356173,0.00000987553,0.9964048,0.00002723769,0.000007616532,0.000058227,0.001148487,0.00002269922,0.00001772066,0.000008093256,0.002287778,0.000003078252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633743,0.0009898056,0.00004999525,0.001471433,0.00002578756,0.00009545744,0.0126758,0.00001349166,0.02130388],"genre_scores_gemma":[0.9850477,0.002019522,0.0001250855,0.0003634116,0.00003285852,0.00005413296,0.002702574,0.00000891693,0.009645755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02016985,"threshold_uncertainty_score":0.1222525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04101427509560687,"score_gpt":0.4124179842553087,"score_spread":0.3714037091597018,"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."}}