{"id":"W4393281289","doi":"10.21037/jtd-23-1739","title":"Choice of anesthesia technique is associated with earlier hospital discharge and reduced costs after transcatheter transfemoral aortic valve implantation","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic Disease","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Hospital discharge; Anesthesia; Surgery; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001342453,0.0001819745,0.0003766255,0.0001629516,0.00002582745,0.00004502008,0.00004292635,0.00005580146,0.00005672514],"category_scores_gemma":[0.0000274366,0.0001226525,0.001140189,0.0001766382,0.00006373489,0.0002497882,0.000004375799,0.000151043,0.000002390041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008211681,"about_ca_system_score_gemma":0.0001752354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006552675,"about_ca_topic_score_gemma":3.13565e-7,"domain_scores_codex":[0.9988623,0.00005878512,0.0003351116,0.0001794322,0.0003932631,0.0001711527],"domain_scores_gemma":[0.999152,0.00005067106,0.0001216592,0.0001311709,0.0001559677,0.0003885066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01111202,0.003405897,0.9334369,0.00274172,0.01041919,0.003838436,0.002800022,0.000002817874,0.003170399,0.00001984324,0.0003433866,0.02870941],"study_design_scores_gemma":[0.0009600026,0.000840016,0.9856098,0.002553876,0.008376311,0.0002775297,0.00007456506,0.00002117858,0.00105736,0.00005964241,0.00001600992,0.0001537203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953418,0.003061591,0.0001301362,0.0007162216,0.00005939759,0.0004800763,0.0001682917,0.00002005439,0.00002241522],"genre_scores_gemma":[0.9994667,0.0001292908,0.00008169785,0.00008808679,0.00007335003,0.00003668513,0.00003126191,0.0000363675,0.00005658193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05217293,"threshold_uncertainty_score":0.5001625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00886646713192776,"score_gpt":0.3314592876674894,"score_spread":0.3225928205355617,"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."}}