{"id":"W4389940656","doi":"10.1161/circ.148.suppl_1.12022","title":"Abstract 12022: Transcatheter Aortic Valve Implantation Wait-Time Management: Derivation and Validation of the Canadian TAVI Triage Tool (CAN3T)","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Triage; Retrospective cohort study; Population; Emergency medicine; Stenosis; Observational study; Adverse effect; Cohort; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006685636,0.0005901924,0.0003702231,0.001655378,0.0009343392,0.001093091,0.001288993,0.0003584265,0.002114228],"category_scores_gemma":[0.02044045,0.000189119,0.0007692021,0.002733039,0.0003730772,0.0002570912,0.0008021975,0.0004296137,0.0003575208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01115042,"about_ca_system_score_gemma":0.03250882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8684359,"about_ca_topic_score_gemma":0.8723986,"domain_scores_codex":[0.9974675,0.0003984648,0.0002789416,0.0002839512,0.001337241,0.0002338891],"domain_scores_gemma":[0.991465,0.00158083,0.001725641,0.0003683161,0.004414111,0.0004461211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002268344,0.00005095717,0.9757385,0.0001066506,0.0001059253,0.00004768593,0.0002417632,0.002298286,0.0001518949,0.0004469746,0.00384207,0.01674251],"study_design_scores_gemma":[0.00008606152,0.00011834,0.9762015,0.0001077868,0.000113291,0.0001216749,0.0002193493,0.01732917,0.0003996698,0.0002426631,0.005030352,0.00003023476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476221,0.00074718,0.01106532,0.0008517892,0.0001054712,0.001262448,0.03112311,0.0001739294,0.00704872],"genre_scores_gemma":[0.9699782,0.0002746726,0.01217315,0.0001557994,0.00003519573,0.0005502104,0.01587591,0.00002338378,0.0009335569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1315641,"threshold_uncertainty_score":0.2646777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691257284725228,"score_gpt":0.2877828839596912,"score_spread":0.2708703111124389,"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."}}