{"id":"W2408858254","doi":"10.1097/hco.0000000000000258","title":"Year in review","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Libin Cardiovascular Institute of Alberta; St. Michael's Hospital; University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"Bicuspid aortic valve; Medicine; Disease; Hemodynamics; Scope (computer science); Intensive care medicine; Modalities; Cardiology; Aortic valve; Neuroscience; Psychology; Internal medicine; Computer science","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":[0.0007472546,0.001026838,0.002057125,0.004238857,0.0005209039,0.003299683,0.001513673,0.001676597,0.07024335],"category_scores_gemma":[0.004700694,0.0003186293,0.0009913633,0.003090447,0.0005036996,0.002926013,0.001640441,0.002407421,0.03478365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008537153,"about_ca_system_score_gemma":0.003328514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008477047,"about_ca_topic_score_gemma":0.001086689,"domain_scores_codex":[0.9993432,0.00009348692,0.0001466185,0.0001202738,0.0002280235,0.00006840093],"domain_scores_gemma":[0.997877,0.000722952,0.0004440004,0.00007956663,0.0006356256,0.0002409159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000083258,0.00004158763,0.0002812014,0.03695755,0.0001292974,0.0004768191,0.0001374234,0.000173925,0.0006005238,0.002665984,0.3761415,0.5823109],"study_design_scores_gemma":[0.000008627917,0.00001639657,0.000258632,0.007394788,0.00008150706,0.001370299,0.00005097664,0.00002068467,0.00007849289,0.0005870459,0.9901221,0.00001042191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001870224,0.9696825,0.0003345428,0.004373949,0.01288885,0.00004973616,0.000430275,0.00008831054,0.01196491],"genre_scores_gemma":[0.00174569,0.9711473,0.0004789104,0.004037253,0.01096059,0.00004366413,0.0007267714,0.00004226119,0.01081758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07024335,"threshold_uncertainty_score":0.2349874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151168635499962,"score_gpt":0.4673507510317253,"score_spread":0.2522338874817291,"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."}}