{"id":"W2924140199","doi":"10.1002/ejhf.1258","title":"March 2019 at a Glance: Epidemiology and Clinical Trials","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Diabetes mellitus; Internal medicine; Epidemiology; Heart failure with preserved ejection fraction; Cardiology; Cluster (spacecraft); Intensive care medicine","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":[0.01109053,0.00136742,0.002458033,0.003620187,0.00126602,0.008565641,0.00154781,0.006833777,0.118235],"category_scores_gemma":[0.05500721,0.0009305137,0.001419469,0.004121987,0.001313385,0.004916656,0.001888275,0.007308923,0.04182363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00232891,"about_ca_system_score_gemma":0.003578756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128255,"about_ca_topic_score_gemma":0.005426441,"domain_scores_codex":[0.9931537,0.002850751,0.001256341,0.0005106676,0.001973848,0.0002547101],"domain_scores_gemma":[0.9607273,0.01814509,0.005250963,0.002043159,0.01044148,0.003391939],"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":[0.0001300609,0.00002320338,0.0003648451,0.0008688745,0.00005540479,0.00002054552,0.0000141351,0.00001787608,0.00004284324,0.001459508,0.9500261,0.04697647],"study_design_scores_gemma":[0.0002969422,0.00008391533,0.001865509,0.008064814,0.00009252702,0.00009375413,0.00004782172,0.00007995825,0.00003957681,0.003469347,0.9858398,0.00002588786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005903924,0.3117191,0.002104857,0.4031338,0.1934731,0.0006473913,0.01038286,0.0007178981,0.07723051],"genre_scores_gemma":[0.007772399,0.1715762,0.004648837,0.3961511,0.3072162,0.001858736,0.007337893,0.0006036611,0.1028351],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.118235,"threshold_uncertainty_score":0.3955353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09687069207669669,"score_gpt":0.4071709911202982,"score_spread":0.3103002990436015,"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."}}