{"id":"W3097010854","doi":"10.1002/ejhf.1523","title":"October 2020 at a Glance: Focus on Outcomes, Valve Disease and Patients’ Monitoring","year":2020,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Cardiology; Ejection fraction; Heart failure; Coronary artery disease; Confidence interval; Proportional hazards model; Framingham Risk Score; Clinical endpoint; Disease; Clinical trial","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":[0.006260512,0.0009778379,0.001127815,0.001729858,0.0009044114,0.005926101,0.001711164,0.005284248,0.1035012],"category_scores_gemma":[0.02117188,0.0004121593,0.0006427118,0.001308478,0.0007388864,0.00575141,0.004032859,0.006077966,0.04592608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891459,"about_ca_system_score_gemma":0.004276722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002819201,"about_ca_topic_score_gemma":0.005534915,"domain_scores_codex":[0.9970515,0.001044766,0.0002657766,0.0002838263,0.0009769906,0.0003771127],"domain_scores_gemma":[0.9816846,0.002162727,0.001431,0.000567344,0.004640087,0.00951419],"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":[0.00005280169,0.00004741001,0.001199208,0.0001421441,0.000008837556,0.00004594592,0.00002507237,0.00002546762,0.00004315088,0.001066942,0.8945405,0.1028025],"study_design_scores_gemma":[0.00006835158,0.00005651865,0.007527847,0.001599933,0.00001348491,0.0001903995,0.0001536234,0.000141902,0.00003943321,0.002396103,0.987793,0.00001922815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001737346,0.04256884,0.001725123,0.7735192,0.0782692,0.0001320754,0.002798359,0.0006677426,0.09858215],"genre_scores_gemma":[0.04342179,0.1359408,0.008889563,0.3362158,0.3253191,0.0008044635,0.01207505,0.001043885,0.1362897],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1035012,"threshold_uncertainty_score":0.3462461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315160529258294,"score_gpt":0.2788599765198094,"score_spread":0.2657083712272265,"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."}}