{"id":"W4317660744","doi":"10.1016/j.ajpc.2022.100410","title":"PRIORITIZING PREVENTION AND CLOSING CARE GAPS: DEVELOPMENT OF A CANADIAN CARDIOMETABOLIC PREVENTION CLINIC","year":2023,"lang":"en","type":"article","venue":"American Journal of Preventive Cardiology","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Dyslipidemia; Referral; Family medicine; Statin; Health care; Medical prescription; Physical therapy; Internal medicine; Disease; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001765325,0.0001691107,0.001233006,0.00160044,0.0001297039,0.000006116754,0.0000738216,0.00008872293,0.000007213945],"category_scores_gemma":[0.0001942842,0.0001621764,0.0004222118,0.001181832,0.0002015935,0.00008682207,0.00004931675,0.0003172567,0.000009946049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00045973,"about_ca_system_score_gemma":0.003131569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233621,"about_ca_topic_score_gemma":0.001030148,"domain_scores_codex":[0.9974174,0.0005730946,0.001000184,0.0002405279,0.0002794395,0.000489321],"domain_scores_gemma":[0.9980155,0.0001238479,0.0007013858,0.0001668112,0.0004279892,0.0005644658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005328938,0.00004707343,0.101361,0.0008826684,0.0008549923,0.0002130264,0.007937483,0.000005353487,0.003125272,0.00002872239,0.0005620162,0.8844495],"study_design_scores_gemma":[0.002860867,0.003473252,0.9181075,0.001376698,0.000740317,0.001845406,0.03233806,0.000002912871,0.0008276119,0.0001295552,0.03803669,0.0002611821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993645,0.002856848,0.0003019433,0.0001816273,0.0006106945,0.0005241904,0.00001588611,0.00001505208,0.001848782],"genre_scores_gemma":[0.9925625,0.002652942,0.004136743,0.00009214596,0.0003336264,0.0000157534,0.00003838659,0.0000245056,0.0001433693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8841884,"threshold_uncertainty_score":0.6613362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514547525819755,"score_gpt":0.3795629418638437,"score_spread":0.3444174666056461,"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."}}