{"id":"W2198505579","doi":"10.1016/j.jacc.2015.06.025","title":"Aortic Stenosis","year":2015,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Stenosis; Valve replacement; Observational study; Cardiology; Aortic valve replacement; Internal medicine; Aortic valve stenosis","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":[0.0006913761,0.0005976474,0.001150371,0.0008457191,0.003341652,0.00172094,0.0005515632,0.01606753,0.01275372],"category_scores_gemma":[0.00588036,0.0004306452,0.001204266,0.0004776694,0.001210009,0.0008493399,0.0009169963,0.0138943,0.005335851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965727,"about_ca_system_score_gemma":0.002390802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356546,"about_ca_topic_score_gemma":0.01155406,"domain_scores_codex":[0.9991111,0.000140588,0.00008725477,0.0001452803,0.0002751975,0.0002404886],"domain_scores_gemma":[0.9986929,0.0004034125,0.0001243364,0.00007033345,0.0001735303,0.0005355054],"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":[0.000107614,0.0001691766,0.01043281,0.0001311851,0.00007656719,0.10575,0.0002168598,0.0001497701,0.0006228714,0.007441335,0.8487658,0.02613604],"study_design_scores_gemma":[0.000299773,0.0002545007,0.01901243,0.001349924,0.0001455746,0.1691271,0.0004211128,0.000915314,0.0004076575,0.01734733,0.7906398,0.00007947051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007832619,0.009361465,0.0003472028,0.8247035,0.04727736,0.00004699789,0.0001737167,0.0001160264,0.1101411],"genre_scores_gemma":[0.06151959,0.006614657,0.0004592036,0.7372351,0.1271497,0.00005703743,0.0002845806,0.00003479297,0.06664531],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01606753,"threshold_uncertainty_score":0.04266548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185659492076695,"score_gpt":0.3175181121947105,"score_spread":0.298952162987041,"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."}}