{"id":"W2936316583","doi":"10.1002/ejhf.1461","title":"Heart Failure in Cardiomyopathies: A Position Paper from the Heart Failure Association of the European Society of Cardiology","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":377,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada); University Hospital Foundation","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Cardiology; Ejection fraction; Etiology; Intensive care medicine; Cardiomyopathy","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":[0.00655128,0.002106474,0.00238489,0.002341987,0.001340036,0.007568611,0.002326516,0.009241016,0.01724418],"category_scores_gemma":[0.008969126,0.000587504,0.001361237,0.001562237,0.001416113,0.005606367,0.003662567,0.01337809,0.01609507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001921566,"about_ca_system_score_gemma":0.004992348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559551,"about_ca_topic_score_gemma":0.002235851,"domain_scores_codex":[0.9969159,0.0004353236,0.0003846835,0.0006705616,0.001165435,0.0004279586],"domain_scores_gemma":[0.9855821,0.002692388,0.001021865,0.0003337892,0.004769277,0.00560073],"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":[0.00005378616,0.00005561272,0.0002550159,0.0004934742,0.00002092837,0.0001118768,0.00004401116,0.00004675225,0.0001437065,0.001144944,0.908938,0.0886918],"study_design_scores_gemma":[0.00007932969,0.00008615707,0.001203363,0.001405617,0.00003828695,0.0002715525,0.00006411992,0.00008305255,0.0001021701,0.001807238,0.994839,0.00002005929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0004873935,0.1333268,0.0008479852,0.2120627,0.6379822,0.0002012746,0.0004540977,0.0001266818,0.01451079],"genre_scores_gemma":[0.002382202,0.1426862,0.001012056,0.04523482,0.777229,0.0002183119,0.0007375182,0.0001524778,0.03034735],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01724418,"threshold_uncertainty_score":0.05768758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007926918952933378,"score_gpt":0.2180890254392268,"score_spread":0.2101621064862934,"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."}}