{"id":"W2583775195","doi":"10.1002/ejhf.760","title":"February 2017 at a Glance: Fibrosis, Acute Heart Failure and Neurologic Abnormalities","year":2017,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Cardiogenic shock; Heart failure; Acute coronary syndrome; Internal medicine; Cardiology; Atrial fibrillation; Intensive care medicine; Intensive care unit; Incidence (geometry); Myocardial infarction; Revascularization","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":[0.0007077951,0.0005627552,0.0006732168,0.001218924,0.0005083561,0.001707707,0.0005976659,0.001897782,0.0333452],"category_scores_gemma":[0.003426238,0.0002016218,0.0003729001,0.000806309,0.0005966884,0.001513073,0.0009055191,0.002621895,0.01394131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005922054,"about_ca_system_score_gemma":0.001051973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137963,"about_ca_topic_score_gemma":0.003470384,"domain_scores_codex":[0.9996549,0.00009039606,0.00005079569,0.00004779364,0.0001114306,0.00004469931],"domain_scores_gemma":[0.9989362,0.0003829788,0.0001274159,0.00005631633,0.0003181956,0.0001788383],"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":[0.00009316957,0.00003090137,0.001249111,0.0007052168,0.00002383032,0.000552633,0.00004656331,0.00003869031,0.0001136329,0.001943452,0.8509684,0.1442344],"study_design_scores_gemma":[0.00001858179,0.00002806302,0.002613344,0.00281043,0.00001608154,0.002490396,0.00007681077,0.00002937638,0.00004797161,0.001557267,0.990303,0.000008655497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001178613,0.7178899,0.0004965853,0.1517135,0.09854095,0.00003604472,0.0005668908,0.0001520128,0.02942554],"genre_scores_gemma":[0.00944984,0.6485187,0.0007412232,0.06625019,0.2186212,0.00006847089,0.001009555,0.0001184438,0.05522234],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0333452,"threshold_uncertainty_score":0.1115508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181051583612503,"score_gpt":0.2648634448902026,"score_spread":0.2467582865289523,"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."}}