{"id":"W4295886968","doi":"10.1016/j.jacc.2022.08.200","title":"TCT-171 Predicting the Risk of Perforation Requiring Pericardiocentesis in Chronic Total Occlusion Percutaneous Coronary Intervention: The PROGRESS-CTO Pericardiocentesis Score","year":2022,"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":"St. Boniface Hospital","funders":"","keywords":"Medicine; Pericardiocentesis; Percutaneous coronary intervention; Perforation; Percutaneous; Surgery; Internal medicine; Cardiology; Cardiac tamponade; 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":[0.0009711366,0.001158543,0.0008029692,0.001271925,0.000350759,0.001359034,0.0006032429,0.001038884,0.002115915],"category_scores_gemma":[0.003316058,0.0002952466,0.001304217,0.0007269934,0.000419244,0.0009288671,0.0009355347,0.001196985,0.000602892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003935583,"about_ca_system_score_gemma":0.0004977991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796818,"about_ca_topic_score_gemma":0.001981243,"domain_scores_codex":[0.999517,0.0001037364,0.00006866296,0.00008659984,0.0001455229,0.00007853097],"domain_scores_gemma":[0.9980111,0.000347475,0.0007723943,0.00008405889,0.0003310565,0.0004539745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007929423,0.00008437575,0.9925014,0.00003980698,0.0002849964,0.00008957116,0.00002140045,0.0004033927,0.0003107009,0.00007811925,0.0007839925,0.004609304],"study_design_scores_gemma":[0.0001419282,0.0006097359,0.9922334,0.00004006561,0.000644927,0.0008512936,0.0001272411,0.003797357,0.0002632808,0.0003056183,0.0009550676,0.0000301824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927064,0.001083572,0.0004774601,0.0003999399,0.00008412303,0.00005619327,0.001391924,0.00003800635,0.003762412],"genre_scores_gemma":[0.9943579,0.0004904427,0.0007948397,0.0001026472,0.000206405,0.00004646348,0.003200622,0.00001125236,0.0007894657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002115915,"threshold_uncertainty_score":0.007078409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122474557067725,"score_gpt":0.2697557806798298,"score_spread":0.2585310351091525,"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."}}