{"id":"W4405197723","doi":"10.4244/eij-d-24-00514","title":"Readmissions after next-day discharge following transcatheter aortic valve implantation","year":2024,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Public Health Ontario; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cardiology; Aortic valve; Cardiac catheterization; Internal medicine","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":[0.001270466,0.000233704,0.0005844203,0.0005619847,0.0003486089,0.0005925507,0.0004917699,0.0003580775,0.001752047],"category_scores_gemma":[0.005739755,0.000136747,0.0009781016,0.0006228582,0.0002454139,0.0003319242,0.0007380884,0.0006059977,0.0001768517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005582026,"about_ca_system_score_gemma":0.000441102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307055,"about_ca_topic_score_gemma":0.00192438,"domain_scores_codex":[0.9981821,0.000483879,0.0003537269,0.0003727476,0.0003852044,0.000222371],"domain_scores_gemma":[0.9924981,0.001435539,0.00459131,0.000394476,0.0003090739,0.0007714849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004648657,0.00005790663,0.9956502,0.00006823316,0.0001637931,0.00016252,0.00007772802,0.0001147198,0.0001075692,0.00004355156,0.0002085727,0.002880357],"study_design_scores_gemma":[0.00001687721,0.0003000975,0.9986051,0.0000216416,0.00003774639,0.0003552421,0.0001065157,0.0002485837,0.000069395,0.00006051579,0.0001711871,0.000007037647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985115,0.0004520842,0.0001412827,0.00005298211,0.00001933643,0.00001537667,0.0005194322,0.000005471262,0.0002825417],"genre_scores_gemma":[0.9987907,0.000181051,0.00006925548,0.00003328068,0.00002713264,0.00001749991,0.0007881129,0.000002337734,0.0000906211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001752047,"threshold_uncertainty_score":0.006718993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192072636173642,"score_gpt":0.3534543316112919,"score_spread":0.3315336052495554,"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."}}