{"id":"W3024318835","doi":"10.22374/cjgim.v15isp1.419","title":"Heart Failure: Novel and Emerging Therapies","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intensive care medicine; Heart failure; Clinical trial; Guideline; Quality of life (healthcare); Intervention (counseling); Internal medicine; Pathology; Nursing","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":[0.001659306,0.0005801793,0.001162381,0.001116389,0.0004517593,0.002083503,0.0008132163,0.001299508,0.006555748],"category_scores_gemma":[0.001501627,0.0001837467,0.0007392756,0.0007191929,0.0007702972,0.001841302,0.001044391,0.003336878,0.001604421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000890524,"about_ca_system_score_gemma":0.001722279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099377,"about_ca_topic_score_gemma":0.004619516,"domain_scores_codex":[0.9994271,0.0001418149,0.00007040986,0.00007790733,0.0002135584,0.00006926578],"domain_scores_gemma":[0.999062,0.0003544882,0.0000990412,0.00002803177,0.0003137345,0.0001427005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002324581,0.0002549287,0.0004691776,0.006956868,0.0001046411,0.000300184,0.0001277036,0.0002306768,0.001953786,0.01200307,0.05364433,0.9237221],"study_design_scores_gemma":[0.0001716654,0.0004389004,0.001703906,0.007164395,0.0001782666,0.0009676099,0.0001977036,0.0003907393,0.0004671082,0.01033037,0.9779559,0.00003340674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006965308,0.9844028,0.0005103457,0.008246795,0.001475856,0.00001717407,0.00004528137,0.00002770102,0.00457755],"genre_scores_gemma":[0.005179001,0.9840022,0.001618064,0.003755767,0.003319921,0.00002947367,0.00007997301,0.00000717568,0.002008449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006555748,"threshold_uncertainty_score":0.02193111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886129273334946,"score_gpt":0.2727948645352166,"score_spread":0.2439335718018671,"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."}}