{"id":"W4283169819","doi":"10.1192/bjo.2022.463","title":"Cardiovascular Disease Risk in SMI Across Various Settings in a Semirural Area – a Study During COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; University of Toronto","funders":"","keywords":"Medicine; Framingham Risk Score; Diagnosis of schizophrenia; Medical record; Diabetes mellitus; Retrospective cohort study; Disease; Emergency medicine; Internal medicine; Psychiatry; Psychosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002665452,0.0003142168,0.0002789249,0.0006697771,0.001194913,0.0005602821,0.0003849981,0.0004445615,0.001270114],"category_scores_gemma":[0.0005058438,0.0003794938,0.0003437235,0.0009319489,0.000366825,0.0003960761,0.0007662197,0.0005224698,0.0002869121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006941083,"about_ca_system_score_gemma":0.0007033867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05132686,"about_ca_topic_score_gemma":0.08908679,"domain_scores_codex":[0.9996737,0.000064553,0.00004508843,0.00007320508,0.00004574736,0.00009771458],"domain_scores_gemma":[0.9996243,0.00002728916,0.000125682,0.0000241537,0.00005021333,0.0001483807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005466343,0.00006980326,0.997773,0.00001539525,0.00001183068,0.0002602909,0.0008365443,0.00001228043,0.0003264235,0.00001782304,0.0000928953,0.0005291007],"study_design_scores_gemma":[0.000004533292,0.0001247598,0.9969907,0.000008329193,0.000004917201,0.0002351186,0.002427063,0.0000519602,0.00002107665,0.000006655347,0.0001211561,0.000003782054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993683,0.00004495415,0.0000192661,0.00002623909,0.000002841469,0.00002119987,0.0002425808,9.914527e-7,0.0002736573],"genre_scores_gemma":[0.999227,0.00006585279,0.00004234452,0.00005434743,0.000008072218,0.00003311324,0.0003853825,0.00000111601,0.0001826998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05132686,"threshold_uncertainty_score":0.1020562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05279942586307466,"score_gpt":0.4076224059787872,"score_spread":0.3548229801157125,"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."}}