{"id":"W2981391273","doi":"10.1016/j.cjca.2019.10.020","title":"Importance of Flow in Risk Stratification of Aortic Stenosis","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Risk stratification; Stratification (seeds); Cardiology; Stenosis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003587321,0.0006035523,0.002345914,0.001189544,0.002032706,0.003369884,0.001140198,0.01756551,0.002403408],"category_scores_gemma":[0.02761345,0.0005390137,0.0009746258,0.0006329758,0.002470993,0.002128053,0.0006979167,0.02061622,0.002008574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003228176,"about_ca_system_score_gemma":0.002288718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007657072,"about_ca_topic_score_gemma":0.01147158,"domain_scores_codex":[0.9961099,0.001473146,0.0007163131,0.0002922312,0.00110883,0.0002995921],"domain_scores_gemma":[0.9861603,0.009619938,0.0005052604,0.0003804476,0.0021422,0.001191917],"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":[0.0009746957,0.0003517037,0.04474717,0.0004853638,0.0002252904,0.02709707,0.0009203747,0.0005606334,0.00121831,0.01169971,0.7830747,0.1286449],"study_design_scores_gemma":[0.001560053,0.0008938512,0.06343158,0.003781254,0.0006596784,0.05489529,0.002256112,0.01145591,0.00171489,0.110769,0.7480689,0.0005135518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0037798,0.004807285,0.0003277408,0.9659689,0.01837648,0.00001750719,0.00006364049,0.00002567425,0.006633026],"genre_scores_gemma":[0.0954126,0.00770286,0.002484042,0.5157213,0.3720479,0.00007961787,0.0001197024,0.00005244764,0.006379522],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01756551,"threshold_uncertainty_score":0.02342212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01446411986602965,"score_gpt":0.2807753592309187,"score_spread":0.2663112393648891,"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."}}