{"id":"W4400665627","doi":"10.1155/2024/2797561","title":"Drug‐Coated versus Conventional Balloons to Improve Recanalization of a Coronary Chronic Total Occlusion after Failed Attempt: The Improved‐CTO Registry","year":2024,"lang":"en","type":"article","venue":"Journal of Interventional Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"Epic Foundation","keywords":"Medicine; Conventional PCI; Fluoroscopy; Myocardial infarction; Coronary occlusion; Occlusion; Surgery; Balloon; Cardiology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007601589,0.0002026687,0.0005243886,0.0003176548,0.00006628301,0.00003086492,0.000199931,0.0001366043,0.001489825],"category_scores_gemma":[0.000434486,0.0001456414,0.001451443,0.0002790101,0.0001696975,0.0001436722,0.0001808336,0.0004376777,0.00003423574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004670529,"about_ca_system_score_gemma":0.0005280413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003304033,"about_ca_topic_score_gemma":0.00007554034,"domain_scores_codex":[0.9977331,0.0002048958,0.001151997,0.0002659483,0.0004101877,0.000233834],"domain_scores_gemma":[0.9979838,0.0004097542,0.0003740893,0.0002742021,0.0008033664,0.0001547578],"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":[0.08612247,0.004808923,0.1597402,0.008113943,0.03431602,0.01628959,0.001495258,0.005258471,0.1622872,0.02747118,0.4501095,0.04398722],"study_design_scores_gemma":[0.01491936,0.02805334,0.8611505,0.009898922,0.00444585,0.01542549,0.001298452,0.005471018,0.003754074,0.001319007,0.05339526,0.0008686873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706764,0.008206069,0.01002906,0.004630029,0.005215068,0.0004870507,0.000291443,0.00002489198,0.0004400233],"genre_scores_gemma":[0.9960676,0.00009415224,0.0002293879,0.00009866242,0.001016852,0.00003340112,0.0001130205,0.00002585232,0.00232104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7014104,"threshold_uncertainty_score":0.999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320790934552994,"score_gpt":0.2993361192118563,"score_spread":0.2861282098663263,"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."}}