{"id":"W106498003","doi":"10.1007/978-1-4419-8865-2_8","title":"Heart Failure Management Programs","year":2004,"lang":"en","type":"book-chapter","venue":"Developments in cardiovascular medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Myocardial infarction; Incidence (geometry); Retrospective cohort study; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006788857,0.0003235716,0.0001960304,0.0005155388,0.0008949814,0.001330806,0.0006598646,0.0007762904,0.09202824],"category_scores_gemma":[0.0009488374,0.0001473326,0.0001743532,0.0003820776,0.0002846498,0.001192478,0.001445927,0.001620708,0.02191638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008908186,"about_ca_system_score_gemma":0.002606821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002065088,"about_ca_topic_score_gemma":0.009269226,"domain_scores_codex":[0.9997938,0.00004478369,0.000005870601,0.00002443785,0.00008651618,0.00004464153],"domain_scores_gemma":[0.9995998,0.00006575407,0.00001444177,0.00002046398,0.000104863,0.0001947558],"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":[0.000009180233,0.000207768,0.0003429851,0.00005496616,0.000001296391,0.00005151975,0.0002002217,0.0000842201,0.0001570096,0.01623147,0.6491055,0.3335538],"study_design_scores_gemma":[0.00000547213,0.00001474814,0.001150909,0.0001252581,0.000001711059,0.00008995637,0.0001105382,0.00008158736,0.00007372448,0.003131022,0.9952129,0.000002114625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001887508,0.005648156,0.003121224,0.01495264,0.001933046,0.0001123211,0.0001986646,0.0002976774,0.9718488],"genre_scores_gemma":[0.007173169,0.005609088,0.003396349,0.006971712,0.0006393644,0.0001301471,0.0003087347,0.00007230931,0.9756989],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.09202824,"threshold_uncertainty_score":0.3078651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02069267976855508,"score_gpt":0.2457895325177234,"score_spread":0.2250968527491684,"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."}}