{"id":"W2914390948","doi":"10.1002/ejhf.1256","title":"February 2019 At a Glance: Pathophysiology, Exercise Capacity, Diuretics and Valve Disease","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; Cardiology; Internal medicine; Heart failure; Pulmonary hypertension; Pulmonary wedge pressure; Adrenomedullin; Heart failure with preserved ejection fraction; Natriuretic peptide; Pulmonary artery; Brain natriuretic peptide; Vasodilation; Ejection fraction","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":[0.0004903816,0.0006026714,0.0005906051,0.0009401141,0.0005006302,0.002309153,0.000608231,0.002440251,0.1328609],"category_scores_gemma":[0.001874447,0.000264468,0.0003515929,0.0006192154,0.0005444257,0.00116498,0.0008151589,0.002360947,0.06088119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005992607,"about_ca_system_score_gemma":0.0005818862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162157,"about_ca_topic_score_gemma":0.00385086,"domain_scores_codex":[0.9996895,0.00007502931,0.00004142437,0.00005518229,0.00009616723,0.00004271116],"domain_scores_gemma":[0.9993284,0.0001612353,0.00007452371,0.00004711039,0.000220408,0.0001683822],"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":[0.0001905943,0.00007350293,0.002549761,0.0005177347,0.00002577397,0.0006969706,0.00003035769,0.00003333021,0.000481551,0.001928372,0.7940094,0.1994626],"study_design_scores_gemma":[0.0000302164,0.00003042416,0.002825806,0.0008720102,0.00001138621,0.00168932,0.00003831122,0.00004065158,0.00007633877,0.0007382722,0.9936401,0.000007157571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005043611,0.3333929,0.001507928,0.1862711,0.2055196,0.000183949,0.002611503,0.0005818338,0.2648875],"genre_scores_gemma":[0.02326495,0.1673899,0.001688003,0.07970824,0.2425482,0.0001824877,0.003043614,0.0001857077,0.4819888],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1328609,"threshold_uncertainty_score":0.4444639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009215252633688935,"score_gpt":0.2237446550347949,"score_spread":0.214529402401106,"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."}}