{"id":"W4415916458","doi":"10.1016/j.cjca.2025.10.035","title":"Walking the Fine Line: Conduction Protection vs Transcatheter Redo Feasibility in Lifelong Management of Aortic Stenosis","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health Research Institute; St. Paul's Hospital","funders":"","keywords":"Stenosis; Conduction abnormalities; Aortic valve stenosis; Thermal conduction","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":[0.0007233311,0.0002064331,0.0005393218,0.0002346867,0.0003699626,0.0008541588,0.0003288105,0.0008603701,0.003099613],"category_scores_gemma":[0.002642049,0.0001158939,0.000577973,0.0001243186,0.000336141,0.0007239298,0.0002618294,0.001596869,0.0002560384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364325,"about_ca_system_score_gemma":0.000375176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003691229,"about_ca_topic_score_gemma":0.001397918,"domain_scores_codex":[0.9997268,0.00008354367,0.00002874526,0.00005352396,0.00004579737,0.00006156764],"domain_scores_gemma":[0.9987379,0.0006527841,0.0001648197,0.00005372962,0.00003285676,0.0003579507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03551711,0.005730924,0.07457779,0.000861582,0.0006067874,0.001908243,0.0004237239,0.002241151,0.006852277,0.002027689,0.003259668,0.8659931],"study_design_scores_gemma":[0.01120735,0.1286176,0.776527,0.002853459,0.003101964,0.01636223,0.002031509,0.01775672,0.007303395,0.01644637,0.01750735,0.0002851507],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770386,0.01131591,0.00244884,0.002279647,0.0003916731,0.00003848592,0.00005837357,0.00003300558,0.006395489],"genre_scores_gemma":[0.9957558,0.002024291,0.0009339729,0.0003738908,0.0003563509,0.00001315417,0.00004875005,0.000007165086,0.0004866938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003099613,"threshold_uncertainty_score":0.01036924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703770909872381,"score_gpt":0.3147813488838086,"score_spread":0.2877436397850848,"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."}}