{"id":"W7127986051","doi":"10.1093/eurheartj/ehaf784.3210","title":"Atrial fibrillation in transfemoral transcatheter aortic valve implantation","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Atrial fibrillation; Stroke (engine); Complication; Cohort; Comorbidity; Aortic valve; Stenosis; 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":[0.0009178896,0.000200057,0.0003515827,0.0003837683,0.0003713911,0.000859637,0.0002660534,0.0005878334,0.00363893],"category_scores_gemma":[0.003551083,0.0001339008,0.0007400679,0.0006250428,0.0002383364,0.000423445,0.0005004847,0.0007914818,0.00016586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420864,"about_ca_system_score_gemma":0.0005155327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292945,"about_ca_topic_score_gemma":0.00163759,"domain_scores_codex":[0.9992439,0.0002120495,0.00009638984,0.0001812619,0.0001417535,0.000124717],"domain_scores_gemma":[0.9982411,0.0005467747,0.0006542807,0.00009513443,0.0001686289,0.0002941165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006477237,0.0000709999,0.9843327,0.00008908406,0.0002259266,0.0004997303,0.00008059011,0.00008643303,0.0001833971,0.0001951067,0.0004725181,0.01311577],"study_design_scores_gemma":[0.00006108669,0.0002725719,0.9950904,0.00008544965,0.000256535,0.002389317,0.0001798159,0.0004018559,0.00007900503,0.0004152913,0.0007600021,0.000008532209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894328,0.006818161,0.0002766448,0.0005467259,0.0001218007,0.00001570898,0.0003136662,0.000006247945,0.002468166],"genre_scores_gemma":[0.9980889,0.001061462,0.00007650889,0.00009847236,0.0002533657,0.000009328473,0.0002243764,0.000002027673,0.0001855869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00363893,"threshold_uncertainty_score":0.01217341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607381126528159,"score_gpt":0.3563207969089145,"score_spread":0.3302469856436329,"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."}}