{"id":"W4409408431","doi":"10.1161/circinterventions.124.014801","title":"Chronic Total Occlusion Percutaneous Coronary Intervention: Present and Future","year":2025,"lang":"en","type":"review","venue":"Circulation Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Reentry; Radiology; Occlusion; Percutaneous; Subspecialty; Coronary occlusion; Coronary angiography; Medical physics; Surgery; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005080832,0.0006953241,0.002457861,0.0007917238,0.0003467923,0.0001338842,0.0002175448,0.0006301231,0.001493031],"category_scores_gemma":[0.0001181946,0.0006651626,0.01358833,0.0006338276,0.0001434145,0.0001732918,0.0004940908,0.000731735,0.0001149827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000851171,"about_ca_system_score_gemma":0.000382317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004485872,"about_ca_topic_score_gemma":0.00001653326,"domain_scores_codex":[0.9959451,0.0004722546,0.001553996,0.001013298,0.0006108162,0.0004045121],"domain_scores_gemma":[0.9974608,0.0001991123,0.0003486414,0.001391876,0.0003445495,0.0002550452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001008289,0.0002927576,0.000030061,0.0687119,0.004838588,0.0006483151,0.00002046737,0.0000531185,1.722195e-7,0.0003166328,0.001078843,0.9239991],"study_design_scores_gemma":[0.000932279,0.0003019026,0.001450987,0.07164104,0.01742308,0.01816133,0.00007161562,0.0001141769,1.367125e-7,0.00004759995,0.8893697,0.0004861937],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000441099,0.9891915,0.004305018,0.0002051155,0.001859336,0.00270515,0.0003142877,0.0001895039,0.001185996],"genre_scores_gemma":[0.0008953705,0.9896038,0.0002160899,0.00001323387,0.002702312,0.0002944183,0.002936922,0.00008848422,0.003249429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9235129,"threshold_uncertainty_score":0.99958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060671034892446,"score_gpt":0.3318322131690055,"score_spread":0.301225502820081,"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."}}