{"id":"W4385703169","doi":"10.31219/osf.io/m4ns7","title":"Cardiovascular risk and disease among people with mental illness in Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mental illness; Stroke (engine); Comorbidity; Population; Disease; Body mass index; Psychiatry; Mental health; Internal medicine; Environmental health","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":[0.0003154267,0.0002100238,0.0002664039,0.0009252297,0.002345058,0.0006968082,0.0005366812,0.0003126519,0.00219386],"category_scores_gemma":[0.001118561,0.0001939348,0.0004978869,0.002580035,0.00036111,0.0002134797,0.0007697293,0.0005624479,0.000156063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01323537,"about_ca_system_score_gemma":0.02400649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920514,"about_ca_topic_score_gemma":0.9946326,"domain_scores_codex":[0.9995649,0.00003108742,0.00002711659,0.00005011949,0.0001589054,0.000167758],"domain_scores_gemma":[0.9993466,0.00002835453,0.0001131333,0.00001355668,0.0002799688,0.0002184004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008026529,0.00004019196,0.9869319,0.00008337694,0.00004485123,0.0001312305,0.0004374284,0.00008498233,0.0001258819,0.0001374008,0.002321691,0.009580807],"study_design_scores_gemma":[0.00001107446,0.00001509922,0.9980904,0.00006261939,0.00002207702,0.00007984547,0.0004389771,0.0001581872,0.00002219647,0.00004490875,0.001048114,0.000006528177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747877,0.003801105,0.0001768114,0.001761478,0.00006155922,0.0001375316,0.01084406,0.00002007555,0.008409563],"genre_scores_gemma":[0.9944741,0.001708083,0.0002569832,0.0003000043,0.00001509397,0.0000290657,0.001945032,0.000002589718,0.001269107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323537,"threshold_uncertainty_score":0.09602976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009730454718336223,"score_gpt":0.2563976035481818,"score_spread":0.2466671488298455,"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."}}