{"id":"W2096645651","doi":"10.12927/hcq.2008.19613","title":"Optimizing Healthcare at the Population Level: Results of the Improving Cardiovascular Outcomes in Nova Scotia Partnership","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Psychological intervention; Population; Disease management; Emergency medicine; Medical prescription; Health care; Nova scotia; Audit; Myocardial infarction; Family medicine; Unstable angina; Population health; Disease; Cohort; Internal medicine; Nursing; Environmental health","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":[0.002808487,0.0003569399,0.0003988782,0.0002992463,0.0007648282,0.0007892765,0.00042412,0.0005662339,0.001117026],"category_scores_gemma":[0.008141072,0.0001556151,0.0004382661,0.0005935687,0.0004337745,0.000253365,0.001462721,0.0005030046,0.0001759995],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005215304,"about_ca_system_score_gemma":0.0111551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7216071,"about_ca_topic_score_gemma":0.7124004,"domain_scores_codex":[0.9975321,0.001167198,0.0001053692,0.0001442197,0.0004716123,0.0005794677],"domain_scores_gemma":[0.9945917,0.001191751,0.000885357,0.0002813858,0.001451846,0.001598058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004245039,0.002181066,0.844613,0.0006002866,0.0004614419,0.0009362511,0.002516973,0.003507673,0.0007912199,0.000356865,0.00801542,0.1317747],"study_design_scores_gemma":[0.0003739346,0.0009394226,0.9955243,0.0000881871,0.0001052203,0.00005883156,0.000886117,0.0006486775,0.00008366525,0.00005148875,0.001223506,0.00001649606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902337,0.0008310241,0.0001124145,0.001763646,0.00004351266,0.0003576106,0.001357945,0.00001446632,0.005285707],"genre_scores_gemma":[0.9958225,0.0005797017,0.0005153461,0.0005504215,0.00002537876,0.0001753299,0.0008509496,0.00000517677,0.00147521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9947847,"threshold_uncertainty_score":0.5600647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130823720804872,"score_gpt":0.3954995390027082,"score_spread":0.2646758181978363,"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."}}