{"id":"W4410589005","doi":"10.4244/eij-d-24-01048","title":"Next-day and 48-hour discharge following alternative access for transcatheter aortic valve implantation","year":2025,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Aortic valve; Cardiology; Internal medicine; Cardiac catheterization","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":[0.0001173288,0.0001134838,0.0001846311,0.0001038167,0.00006951563,0.00007983893,0.00003919294,0.00002394372,0.00002561996],"category_scores_gemma":[0.00003581898,0.00009901159,0.001965064,0.00007354869,0.00001095025,0.0002408635,0.00002096538,0.00004327873,0.000008335132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000398421,"about_ca_system_score_gemma":0.00001389997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003133679,"about_ca_topic_score_gemma":0.000003804777,"domain_scores_codex":[0.9992911,0.00004320357,0.0002014955,0.0002315389,0.00009481295,0.0001377996],"domain_scores_gemma":[0.9996981,0.00004138229,0.00005889636,0.0001063667,0.00003784585,0.00005742935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001020057,0.001220215,0.8962926,0.001397169,0.008080918,0.00001660452,0.0008475423,0.000005332972,0.003947597,0.001773755,0.001794351,0.08360385],"study_design_scores_gemma":[0.003779871,0.000203223,0.9896579,0.0005717793,0.002418863,0.000005480349,0.00008095589,0.0004140569,0.001156067,0.001390105,0.0002222993,0.00009940616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762371,0.0008373077,0.02081965,0.0002815567,0.0006013083,0.000716138,0.00006017591,0.00003910213,0.0004076474],"genre_scores_gemma":[0.9986094,0.00003579352,0.0000601379,0.000128542,0.00005363498,0.00003898209,0.0001891951,0.00001605374,0.0008682983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09336529,"threshold_uncertainty_score":0.4037575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169029373141587,"score_gpt":0.3985211687303273,"score_spread":0.3668308749989114,"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."}}