{"id":"W4406345396","doi":"10.25270/jic/24.00263","title":"Use of the Ostial Flash Balloon in Aorto-Ostial Chronic Total Occlusion Percutaneous Coronary Intervention","year":2025,"lang":"en","type":"article","venue":"˜The œJournal of invasive cardiology/˜The œjournal of invasive cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Boniface Hospital","funders":"","keywords":"Balloon; Medicine; Percutaneous coronary intervention; Flash (photography); Occlusion; Percutaneous; Cardiology; Internal medicine; Surgery; Myocardial infarction; Optics","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003411528,0.0005842699,0.002334338,0.0007770014,0.0003216793,0.00003000336,0.001290465,0.0006054344,0.00009123793],"category_scores_gemma":[0.005330694,0.0003342674,0.002897819,0.0006819465,0.001800857,0.0002655033,0.0008332967,0.002392516,0.00001208808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036394,"about_ca_system_score_gemma":0.002195397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001297785,"about_ca_topic_score_gemma":0.0007139922,"domain_scores_codex":[0.9916651,0.003437232,0.003096278,0.0003474391,0.0007641591,0.0006898175],"domain_scores_gemma":[0.9863613,0.006632575,0.002652613,0.0009126476,0.003235253,0.0002056086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02477854,0.0009929587,0.5721223,0.0009424171,0.01415407,0.02748847,0.002129261,0.09354407,0.1749139,0.0004850751,0.07287272,0.01557621],"study_design_scores_gemma":[0.009791817,0.01300954,0.5745324,0.005941168,0.006672294,0.373799,0.004556989,0.0002076633,0.004306125,0.00141501,0.005149879,0.0006180904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786974,0.008741259,0.003142097,0.002431986,0.005572286,0.0009107226,0.00008745277,0.00001012275,0.0004066536],"genre_scores_gemma":[0.9921474,0.004861771,0.0001315452,0.0008862751,0.001549524,0.000007520862,0.00002212452,0.00004632085,0.0003474487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3463105,"threshold_uncertainty_score":0.999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175761953246114,"score_gpt":0.2688071458600042,"score_spread":0.2512309505353928,"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."}}