{"id":"W2765801098","doi":"10.1016/j.jval.2017.08.2858","title":"Treatment Patterns of Chronic Heart Failure (CHF) In Brazil","year":2017,"lang":"en","type":"article","venue":"Value in Health","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novartis (Canada); Dalhousie University","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Myocardial infarction; Disease; Blood pressure; Internal medicine; Cardiology; Vital signs; Emergency medicine; Surgery","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":[0.0005902987,0.0001573747,0.000362127,0.001768636,0.0006930259,0.000782998,0.0004388731,0.0003413857,0.001680457],"category_scores_gemma":[0.004547795,0.0002396428,0.0004320353,0.002123535,0.0006257023,0.0003761691,0.0008126404,0.0004865071,0.00008383871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295768,"about_ca_system_score_gemma":0.003073197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1314915,"about_ca_topic_score_gemma":0.2170967,"domain_scores_codex":[0.9993118,0.0001600225,0.0001089485,0.000108244,0.000131963,0.0001789325],"domain_scores_gemma":[0.9976477,0.0005688142,0.0009629941,0.00006884394,0.0003500488,0.000401602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004020028,0.00006242256,0.9805431,0.0001581581,0.00006337379,0.0002748931,0.003864086,0.00009351259,0.0006237898,0.001851644,0.0005944796,0.01183025],"study_design_scores_gemma":[0.000007512694,0.00004160551,0.9916233,0.0001689164,0.00003758483,0.0003950951,0.004984844,0.0003002409,0.00008798777,0.0003171857,0.002020754,0.00001480017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906744,0.002144985,0.0002178535,0.001681771,0.0000155818,0.00004460845,0.000848618,0.00001104692,0.004361098],"genre_scores_gemma":[0.9987668,0.0006469765,0.0001350348,0.00009090977,0.000005565038,0.00001198426,0.0001539924,0.000003902692,0.000184762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314915,"threshold_uncertainty_score":0.2614522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395410500466229,"score_gpt":0.3473847502943221,"score_spread":0.3034306452896598,"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."}}