{"id":"W4403671680","doi":"10.1016/j.jacc.2024.09.823","title":"TCT-103 Intravascular Ultrasound Identification of Impending Perforation During Percutaneous Coronary Intervention","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Intravascular ultrasound; Percutaneous coronary intervention; Perforation; Identification (biology); Radiology; Percutaneous; Cardiology; Internal medicine; Myocardial infarction","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":[0.0006765369,0.0006310224,0.0005996852,0.00271749,0.0005773792,0.001363488,0.0007783392,0.002646763,0.003310713],"category_scores_gemma":[0.007417078,0.0003409492,0.0005517456,0.001028347,0.0005749771,0.0009396937,0.0005150801,0.001846778,0.001101524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006502985,"about_ca_system_score_gemma":0.0007216691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001830142,"about_ca_topic_score_gemma":0.002089021,"domain_scores_codex":[0.9991063,0.0001700315,0.0001574119,0.00007847969,0.0002530593,0.0002345616],"domain_scores_gemma":[0.9977238,0.0008863927,0.0003439641,0.0001483139,0.0004722836,0.0004251981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003017881,0.0003977683,0.5398994,0.0002713367,0.0001302238,0.3559339,0.0005238059,0.000578541,0.03110889,0.001233483,0.00805481,0.05884993],"study_design_scores_gemma":[0.0002176537,0.002311089,0.3318255,0.0007155436,0.000425421,0.6130067,0.001642619,0.01385044,0.02474416,0.001047778,0.01009344,0.0001196935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559852,0.00689264,0.004239016,0.004692758,0.000779807,0.0001382095,0.0002506312,0.0002238036,0.02679793],"genre_scores_gemma":[0.9957752,0.0009125262,0.001435099,0.0007612283,0.0002773887,0.00002214825,0.0001668994,0.00001919988,0.0006303373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003310713,"threshold_uncertainty_score":0.01107544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008535735619244422,"score_gpt":0.2755882232900559,"score_spread":0.2670524876708115,"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."}}