{"id":"W4417188252","doi":"10.1016/j.ahjo.2025.100698","title":"Impact of pre-procedural requirements on time to aortic valve replacement: Transcatheter AVR vs surgical AVR","year":2025,"lang":"en","type":"article","venue":"American Heart Journal Plus Cardiology Research and Practice","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Edwards Lifesciences","keywords":"Valve replacement; Aortic valve; Delivery system; Process (computing); Aortic valve replacement; 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":[0.002388058,0.0002803339,0.0004281868,0.0006062984,0.0002412342,0.001016772,0.0007268182,0.0006444047,0.004001825],"category_scores_gemma":[0.01150692,0.0001850236,0.002551896,0.0006665984,0.0003226179,0.0005909298,0.0006517715,0.00128352,0.0002995738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005037171,"about_ca_system_score_gemma":0.0009092019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003557803,"about_ca_topic_score_gemma":0.004005723,"domain_scores_codex":[0.9977228,0.000676108,0.0002641339,0.0004591735,0.0004466445,0.0004310768],"domain_scores_gemma":[0.9817792,0.006910304,0.008182593,0.0005915255,0.0004589092,0.002077542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008690942,0.00008471391,0.9952691,0.00003295696,0.0003717922,0.00007975496,0.0000545184,0.000136223,0.0001920434,0.00004806549,0.0001309179,0.002730829],"study_design_scores_gemma":[0.00002113828,0.0004565442,0.997895,0.00001615866,0.0001590101,0.0003229632,0.0001402593,0.0006795106,0.00009352806,0.00004594466,0.0001643597,0.000005443565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980081,0.0005969462,0.0002203699,0.0002093951,0.00002672939,0.0000079656,0.0003213756,0.000006085948,0.0006029193],"genre_scores_gemma":[0.9992726,0.00009708677,0.00009814729,0.00004939384,0.00003676938,0.000005358489,0.0002759288,0.000004755537,0.0001598957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004001825,"threshold_uncertainty_score":0.01338744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0508585977100619,"score_gpt":0.4846075383557717,"score_spread":0.4337489406457098,"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."}}