{"id":"W4413657264","doi":"10.1016/j.jacadv.2025.102107","title":"Incremental Cost and Length of Stay Associated With Complications of Transcatheter Aortic Valve Replacement","year":2025,"lang":"en","type":"article","venue":"JACC Advances","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Medicine; Valve replacement; Cardiology; Aortic valve replacement; Aortic valve; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000413337,0.0000710254,0.0002062282,0.00004534923,0.0000310137,0.000003004023,0.00002192434,0.00001375911,0.00001778077],"category_scores_gemma":[0.00002004037,0.00005299593,0.0002002416,0.00008664925,0.00008898976,0.00004503144,0.000009894098,0.00002667271,3.507731e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004045735,"about_ca_system_score_gemma":0.00003329616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002772983,"about_ca_topic_score_gemma":0.000009277917,"domain_scores_codex":[0.9994991,0.00001503785,0.000163963,0.0001243802,0.0001198549,0.00007770419],"domain_scores_gemma":[0.9995999,0.00005955658,0.00008867331,0.0001367904,0.00007837826,0.00003670878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003333314,0.0006679162,0.9871565,0.0001140031,0.002095661,1.923049e-7,0.0001889594,0.000005414363,0.0003332655,0.0002880258,0.00005418612,0.008762618],"study_design_scores_gemma":[0.002420581,0.0003571279,0.9933945,0.0002401045,0.001237743,4.83488e-7,0.000478358,0.0000204563,0.001300471,0.0001020632,0.0003985225,0.00004959349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937383,0.001935294,0.0001366295,0.000124503,0.00002450571,0.0005002804,0.0001478141,0.00001106685,0.003381622],"genre_scores_gemma":[0.9993371,0.0002064251,0.0001711931,0.00006193545,0.000003925139,0.0000498647,0.00006195852,0.000004985174,0.0001026555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008713025,"threshold_uncertainty_score":0.2161111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243899689475935,"score_gpt":0.3390875824370923,"score_spread":0.3266485855423329,"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."}}