{"id":"W2583327345","doi":"10.1002/ccd.26906","title":"Clinical outcomes after trans‐catheter aortic valve replacement in men and women in Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Heart Institute; London Health Sciences Centre; University of Toronto; Western University; Sunnybrook Health Science Centre; St. Michael's Hospital; University Health Network; Health Sciences Centre; Southlake Regional Health Center; Hamilton Health Sciences; Institute for Clinical Evaluative Sciences; Ontario Stroke Network","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Propensity score matching; Cohort; Retrospective cohort study; Cohort study; Valve replacement; Aortic valve replacement; Hazard ratio; Population; Observational study; Aortic valve; Confidence interval; Demography; Internal medicine; Stenosis","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003986501,0.000143723,0.0005030911,0.00007830416,0.00007759891,0.00006041137,0.0000504959,0.00005658145,0.0001420227],"category_scores_gemma":[0.00005697983,0.0001269424,0.002154605,0.00003006218,0.00006435492,0.00009345896,0.00005739188,0.0001127589,0.000001282558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002831257,"about_ca_system_score_gemma":0.0001370686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.281878,"about_ca_topic_score_gemma":0.3018689,"domain_scores_codex":[0.9987647,0.00008745403,0.0004078451,0.0003384071,0.0001830747,0.0002185063],"domain_scores_gemma":[0.9991564,0.00001394461,0.00006117509,0.0005553854,0.00003177887,0.0001813253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008439703,0.0002365287,0.9927483,0.0000661299,0.002173139,0.00002324367,0.0004771278,0.00000249218,8.993715e-7,0.000005060665,0.00001214833,0.004170504],"study_design_scores_gemma":[0.003296715,0.0001097203,0.9945912,0.0001979493,0.0007315172,0.000006985839,0.0002479638,0.00001777258,0.000001233234,0.0000334471,0.0006500455,0.0001153852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975764,0.0008967064,0.0001136578,0.00009189038,0.000148961,0.0004575279,0.00002486496,0.00000774335,0.0006822071],"genre_scores_gemma":[0.9986146,0.0002375001,0.00002076269,0.0000993414,0.0000139685,0.000247647,0.00004080582,0.00001468027,0.0007106712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01999098,"threshold_uncertainty_score":0.7229041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455327529377258,"score_gpt":0.3326811313657574,"score_spread":0.3081278560719848,"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."}}