{"id":"W4413501764","doi":"10.1002/ccd.70118","title":"Transcatheter Aortic Valve Replacement in Cath Lab: Moving From Exceptional to Everyday","year":2025,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychological intervention; Medicine; Cardiac catheterization; Section (typography); Library science; Cardiology; Nursing; Business; Advertising; Computer science","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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.000207659,0.0003870979,0.0008437756,0.0004866777,0.00009145294,0.00009036063,0.000108841,0.0003345682,0.000378163],"category_scores_gemma":[0.00005683703,0.0003862255,0.01301893,0.0002908548,0.00004214162,0.00007678714,0.00009609313,0.0004242109,0.00004890166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432473,"about_ca_system_score_gemma":0.00009947073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002249018,"about_ca_topic_score_gemma":0.000006057102,"domain_scores_codex":[0.9975411,0.0002103029,0.000591805,0.0008359871,0.0005044019,0.0003164228],"domain_scores_gemma":[0.9987554,0.00004022379,0.00008061329,0.0008464861,0.0001344433,0.0001428564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000908554,0.003976545,0.1837318,0.009968753,0.2136639,0.0004755541,0.005072922,0.000812972,0.0004379324,0.0001492744,0.4675288,0.113273],"study_design_scores_gemma":[0.007536554,0.0006461105,0.5382779,0.009568073,0.03627337,0.00005031697,0.0003192875,0.0001352954,0.00008248517,0.0003259973,0.4052948,0.001489759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6692174,0.05200446,0.08947689,0.1575555,0.005494194,0.01213284,0.0088937,0.0006948383,0.004530132],"genre_scores_gemma":[0.8326526,0.001272743,0.0005146714,0.1386663,0.00162563,0.001715958,0.01660451,0.0001736835,0.006773831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3545462,"threshold_uncertainty_score":0.999859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214866141038741,"score_gpt":0.3135901917974142,"score_spread":0.2921035776935401,"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."}}