{"id":"W3202244964","doi":"10.1016/j.cardfail.2021.03.015","title":"Does Anyone Read Heart Failure Guidelines? Why You Should Read the Japanese Guideline!","year":2021,"lang":"en","type":"letter","venue":"Journal of Cardiac Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Guideline; Heart failure; Cardiology; Pathology","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":[0.004415871,0.0006260002,0.001213182,0.0009181009,0.005177772,0.003774302,0.001033145,0.03866052,0.01189772],"category_scores_gemma":[0.03420006,0.000632052,0.001103838,0.0007468189,0.002620329,0.004188013,0.001759491,0.02992902,0.009496234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004288312,"about_ca_system_score_gemma":0.01008497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02629791,"about_ca_topic_score_gemma":0.05643731,"domain_scores_codex":[0.9953839,0.001289592,0.0008766844,0.0003266272,0.001344647,0.0007785719],"domain_scores_gemma":[0.9798044,0.005126544,0.001593255,0.0004214375,0.007880423,0.005174005],"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":[0.00001525086,0.00002417325,0.0007918494,0.00003618063,0.000007925433,0.0006680026,0.0001613384,0.00001082948,0.00006441479,0.0005509674,0.9942339,0.003435217],"study_design_scores_gemma":[0.0001825216,0.00006244607,0.004188919,0.001047728,0.00006940434,0.002151387,0.001668381,0.0002211219,0.0001360153,0.003178643,0.9869975,0.00009598702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002339603,0.0005368319,0.00004374626,0.9849183,0.0110651,0.000007454647,0.00002576548,0.00001289011,0.003155946],"genre_scores_gemma":[0.002231943,0.0008276622,0.0001998869,0.9632596,0.02389632,0.00003042679,0.00002817791,0.00002670588,0.009499159],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03866052,"threshold_uncertainty_score":0.05228966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03751953347143194,"score_gpt":0.3126426949223266,"score_spread":0.2751231614508947,"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."}}