{"id":"W2735160579","doi":"10.1016/j.cjca.2017.07.003","title":"Do Heart Failure Clinics Have to Reinvent Themselves to Remain Germane?","year":2017,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Heart failure; Stroke (engine); Scopus; Cardiovascular health; Mortality rate; Disease; Intensive care medicine; Gerontology; MEDLINE; Internal medicine","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":[0.003912933,0.0005797913,0.001264527,0.0008624911,0.00988398,0.006100756,0.001735306,0.05041138,0.01884574],"category_scores_gemma":[0.03864879,0.0007081358,0.0008915683,0.000809551,0.005188406,0.006096874,0.002578692,0.04778794,0.006560774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009268538,"about_ca_system_score_gemma":0.01829119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02741269,"about_ca_topic_score_gemma":0.07811087,"domain_scores_codex":[0.995372,0.001169689,0.0003986651,0.0004091085,0.001435472,0.001215014],"domain_scores_gemma":[0.9747756,0.005576698,0.001611714,0.0003999923,0.004729227,0.0129068],"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":[0.00003368909,0.00008433457,0.002840198,0.0000603812,0.00002240443,0.003435018,0.0004920163,0.00005340435,0.00008669605,0.004704625,0.9757583,0.01242889],"study_design_scores_gemma":[0.0002582721,0.0001179262,0.0045639,0.001267065,0.00005837125,0.007652963,0.006148747,0.0004450658,0.00009531993,0.01995395,0.9592712,0.0001672714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002451761,0.0004486113,0.00001974868,0.9935476,0.004238741,0.000002479567,0.000006127571,0.000004534245,0.001486922],"genre_scores_gemma":[0.005142838,0.001447536,0.0001600472,0.9701923,0.01876649,0.00001900855,0.00001420211,0.0000135933,0.004243894],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05041138,"threshold_uncertainty_score":0.06724828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487944338811405,"score_gpt":0.3049421708749753,"score_spread":0.2700627274868613,"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."}}