{"id":"W4390411722","doi":"10.1161/jaha.123.031498","title":"Association of a Heart Failure Management Incentive in Primary Care With Clinical Outcomes: A Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Institute for Clinical Evaluative Sciences; Impact; Canada Health Infoway; Trillium Health Centre; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research; Physicians' Services Incorporated Foundation; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Propensity score matching; Hazard ratio; Retrospective cohort study; Emergency department; Cohort; Emergency medicine; Logistic regression; Comorbidity; Proportional hazards model; Internal medicine; Population; Heart failure; Cohort study; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00150766,0.0002969021,0.0003933085,0.0009499708,0.001064347,0.001112861,0.0006824844,0.0006221158,0.001090612],"category_scores_gemma":[0.003353058,0.0004859287,0.000591274,0.001854225,0.0004858484,0.0005799261,0.0006328956,0.0007710048,0.0001951312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250303,"about_ca_system_score_gemma":0.001642786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06218093,"about_ca_topic_score_gemma":0.07899793,"domain_scores_codex":[0.9981731,0.0003420895,0.0001910363,0.0004868338,0.0004717023,0.000335303],"domain_scores_gemma":[0.9954384,0.0004470636,0.002501562,0.0004965655,0.0005264228,0.0005899624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002929392,0.00001563609,0.9996137,0.000003200688,0.00003378907,0.00003162451,0.00002846981,0.000006318649,0.00002879257,0.000005915094,0.00005637146,0.0001469351],"study_design_scores_gemma":[0.000008436552,0.00005536545,0.9994383,0.000004540817,0.00002824276,0.0001623624,0.00008448835,0.00006102205,0.00001348085,0.000008629489,0.0001323403,0.000002718151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982867,0.0001945801,0.0001089189,0.00006211852,0.00001120427,0.00003428535,0.0009194024,0.000003336741,0.0003794599],"genre_scores_gemma":[0.9988973,0.00008744116,0.00008939602,0.00006265698,0.0000171992,0.00002647485,0.0007080222,0.000001575425,0.0001099426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06218093,"threshold_uncertainty_score":0.123638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354114988540948,"score_gpt":0.4073918851291313,"score_spread":0.3838507352437218,"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."}}