{"id":"W1154804411","doi":"10.24095/hpcdp.35.6.02","title":"Report Summary – Mental Illness in Canada, 2015","year":2015,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Mental illness; Political science; Mental health; Humanities; Library science; Medicine; Psychiatry; Computer science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001986139,0.001119231,0.001014356,0.0094183,0.002185458,0.003396403,0.002193957,0.0006937806,0.02354422],"category_scores_gemma":[0.008995183,0.000502308,0.001504444,0.01550679,0.000425845,0.0009493397,0.001682779,0.001368673,0.005405144],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04919153,"about_ca_system_score_gemma":0.1669575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917381,"about_ca_topic_score_gemma":0.9922636,"domain_scores_codex":[0.9939527,0.0001460166,0.00059927,0.0002753398,0.00435577,0.0006709099],"domain_scores_gemma":[0.9826369,0.0003419039,0.0007463883,0.0001859698,0.01442955,0.001659203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006288009,0.00002682498,0.01461928,0.000937399,0.00009732857,0.00003638901,0.0001394362,0.0002853703,0.00004256068,0.0004923563,0.9562302,0.02702996],"study_design_scores_gemma":[0.00006309159,0.0000432985,0.2326699,0.001507033,0.0001668022,0.00008567667,0.0008030048,0.0005373749,0.0002748219,0.0002721265,0.7634995,0.00007733727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.002871706,0.004491259,0.0002163716,0.002564067,0.001017465,0.0004124645,0.9672253,0.0003437083,0.02085752],"genre_scores_gemma":[0.02934697,0.01610302,0.00190104,0.001950487,0.0006665526,0.0007377883,0.9067023,0.0001671145,0.0424247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9508085,"threshold_uncertainty_score":0.3569112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969553903821716,"score_gpt":0.365691070396621,"score_spread":0.3259955313584039,"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."}}