{"id":"W4415173263","doi":"10.1002/ccd.70240","title":"Drug‐Coated Balloons in Chronic Total Occlusion Percutaneous Coronary Intervention: Insights From the PROGRESS‐CTO Registry","year":2025,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Boniface Hospital; Western University","funders":"","keywords":"Percutaneous; Mace; Occlusion; Percutaneous coronary intervention; Coronary occlusion; Interventional cardiology","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":[0.002102687,0.0002503445,0.0003963907,0.002279151,0.0002975883,0.001069317,0.0005048063,0.0002909001,0.0009152409],"category_scores_gemma":[0.005368913,0.0001737703,0.0003674084,0.004321476,0.0002627769,0.0008979792,0.0009407802,0.0005500037,0.0003359882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000466285,"about_ca_system_score_gemma":0.00116909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006482536,"about_ca_topic_score_gemma":0.009230191,"domain_scores_codex":[0.9987603,0.0002424136,0.0002137849,0.0002395067,0.0003854732,0.0001583703],"domain_scores_gemma":[0.9912948,0.0009203823,0.005714332,0.0005067759,0.0008930027,0.0006706892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001071567,0.0000240303,0.9959857,0.000025104,0.00003701599,0.00004956084,0.00004027969,0.00004246366,0.00004040292,0.00007269523,0.00136272,0.002212834],"study_design_scores_gemma":[0.00003288026,0.00004883267,0.9974957,0.00004308116,0.00007015427,0.0002670491,0.0001368428,0.0003159567,0.0000577387,0.00005866536,0.001466253,0.000006801845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977492,0.001385333,0.0002988123,0.000515768,0.00002136504,0.00006859723,0.01724673,0.0000250606,0.002946229],"genre_scores_gemma":[0.9673017,0.001921027,0.0006372161,0.0001840577,0.0001335519,0.0001664942,0.02926462,0.00002298796,0.0003683225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006482536,"threshold_uncertainty_score":0.01288962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131456162477916,"score_gpt":0.2677242412585282,"score_spread":0.2564096796337491,"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."}}