{"id":"W3025555481","doi":"10.22374/cjgim.v15isp1.421","title":"Knowledge Translation in Heart Failure","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; Variety (cybernetics); Guideline; Health care; Medical emergency; Cardiology; Pathology; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.05669098,0.0008963686,0.002243142,0.004726359,0.002614691,0.01144983,0.002877883,0.007096408,0.01652478],"category_scores_gemma":[0.1473707,0.0006291146,0.002298253,0.004630839,0.01111781,0.01259985,0.01077945,0.00733164,0.003051514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008477985,"about_ca_system_score_gemma":0.04808907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009729946,"about_ca_topic_score_gemma":0.0102659,"domain_scores_codex":[0.9542441,0.0317074,0.004236373,0.001636542,0.006639178,0.001536432],"domain_scores_gemma":[0.7821577,0.1856018,0.005946331,0.008897526,0.01317902,0.004217677],"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":[0.0001096797,0.0001084892,0.001050993,0.04406253,0.000287885,0.001254638,0.0169852,0.0005777777,0.0006247996,0.1295185,0.09031198,0.7151074],"study_design_scores_gemma":[0.00007987519,0.0001084031,0.001403889,0.08528122,0.0001968654,0.001014043,0.00525493,0.0002968026,0.0004867105,0.1065772,0.799223,0.00007708293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004255818,0.5591416,0.01933631,0.2969959,0.01550477,0.0006970069,0.0007219544,0.0004084994,0.1029382],"genre_scores_gemma":[0.1188241,0.7019125,0.05571361,0.1025573,0.009171248,0.001455414,0.0009496144,0.0002887462,0.009127407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05669098,"threshold_uncertainty_score":0.2998141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05945040324083301,"score_gpt":0.3050963601788445,"score_spread":0.2456459569380114,"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."}}