{"id":"W4328054016","doi":"10.46747/cfp.6903181","title":"Patient decision aid for flozins in heart failure and ejection fraction greater than 40%","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Alberta; University of British Columbia","funders":"","keywords":"Ejection fraction; Heart failure; Fraction (chemistry); Cardiology; Medicine; Internal medicine; Heart failure with preserved ejection fraction; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005949328,0.00031413,0.0004676857,0.0006578834,0.001095926,0.001371438,0.0006452549,0.001635581,0.07514147],"category_scores_gemma":[0.006793693,0.0001537068,0.0004899342,0.000364255,0.0002556267,0.0009819667,0.0006982686,0.001765295,0.008478531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168689,"about_ca_system_score_gemma":0.002540509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007553333,"about_ca_topic_score_gemma":0.02012651,"domain_scores_codex":[0.9995851,0.0001796127,0.0000461143,0.00003519792,0.00009252243,0.00006155498],"domain_scores_gemma":[0.99803,0.00072789,0.000152193,0.00002604169,0.0002766619,0.0007872056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007603526,0.000292511,0.009661421,0.0002050677,0.00003975381,0.003011233,0.0002488927,0.0009213309,0.000316659,0.002658766,0.7922415,0.1896427],"study_design_scores_gemma":[0.001759729,0.0006961912,0.02314398,0.003643298,0.0001933648,0.01076946,0.001536211,0.01126259,0.001236293,0.02228583,0.9232827,0.0001902564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06799817,0.02147954,0.01927499,0.3764898,0.008110943,0.001791075,0.005880464,0.002544252,0.4964307],"genre_scores_gemma":[0.6313821,0.02703949,0.09435353,0.1234126,0.01848034,0.001169789,0.004200872,0.0004629797,0.09949827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07514147,"threshold_uncertainty_score":0.2513732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832442785368844,"score_gpt":0.2510335432835127,"score_spread":0.2327091154298243,"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."}}