{"id":"W4388902027","doi":"10.1016/j.rec.2023.11.003","title":"Incidence, predictors, and prognostic significance of impaired functional status early after transcatheter aortic valve replacement","year":2023,"lang":"en","type":"article","venue":"Revista Española de Cardiología (English Edition)","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Southlake Regional Health Center; St. Michael's Hospital; Université Laval","funders":"Fundación Alfonso Martín Escudero","keywords":"Medicine; Internal medicine; Cardiology; Valve replacement; Heart failure; Incidence (geometry); Proportional hazards model; Logistic regression; 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":[0.0007585052,0.0003161664,0.0005439008,0.001079091,0.0002991072,0.0008110119,0.0004493679,0.000824934,0.00153543],"category_scores_gemma":[0.002794039,0.0002072304,0.0006664447,0.001095167,0.0003564748,0.0006337234,0.0005605694,0.001215407,0.000240132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706316,"about_ca_system_score_gemma":0.0004201779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002721056,"about_ca_topic_score_gemma":0.002389645,"domain_scores_codex":[0.9995907,0.00007818016,0.00005476567,0.00006371186,0.00007229862,0.0001402904],"domain_scores_gemma":[0.9979386,0.0006013694,0.0007196423,0.0001188684,0.0002310538,0.0003905306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002193066,0.00006540661,0.9972587,0.00001105886,0.00004464995,0.0001333686,0.00002447313,0.00003602494,0.00007637369,0.00001914913,0.00009506138,0.002016365],"study_design_scores_gemma":[0.000004346698,0.00004826373,0.9994548,0.000005881015,0.00002396615,0.0001911689,0.00005777596,0.00009025644,0.00001405274,0.00004294613,0.00006268645,0.000003825076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972835,0.001391503,0.0000591624,0.0001092926,0.00002847178,0.000004094085,0.0003337947,0.000003403175,0.0007869495],"genre_scores_gemma":[0.9987507,0.0004320939,0.00004756924,0.00002258949,0.00009098619,0.000004729455,0.0004257334,0.000001850852,0.0002238041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002721056,"threshold_uncertainty_score":0.005410492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009963687903715228,"score_gpt":0.2628612009001515,"score_spread":0.2528975129964363,"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."}}