{"id":"W3019977798","doi":"10.1161/circinterventions.119.008900","title":"Retrograde Approach to Chronic Total Occlusion Percutaneous Coronary Intervention","year":2020,"lang":"en","type":"review","venue":"Circulation Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Coronary occlusion; Occlusion; Percutaneous; Cardiology; Surgery; Internal medicine; 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":[0.0006610571,0.0008873396,0.003325162,0.0008933399,0.0003115255,0.0001848654,0.0004490981,0.0006303572,0.0006004355],"category_scores_gemma":[0.000465513,0.0008893966,0.023052,0.001329882,0.0001023664,0.0001856525,0.0005712092,0.001003551,0.001043873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001965277,"about_ca_system_score_gemma":0.0003497389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003638921,"about_ca_topic_score_gemma":0.000006016776,"domain_scores_codex":[0.9942149,0.0005735293,0.002077382,0.001450166,0.001103134,0.0005809113],"domain_scores_gemma":[0.9967844,0.0001097046,0.000448976,0.001663884,0.0003538759,0.0006391176],"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":[0.00002574805,0.00100415,0.0000244452,0.03642842,0.006675871,0.0008204706,0.00006429301,0.0005852954,0.000001519586,0.0006506224,0.001530456,0.9521887],"study_design_scores_gemma":[0.000954676,0.0008350339,0.0007680267,0.04232826,0.01790808,0.02523496,0.00007922972,0.0006575197,3.583703e-7,0.00003890131,0.9103715,0.0008234619],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004173129,0.9156169,0.07681534,0.00009010683,0.001004844,0.004055038,0.0002740217,0.000375242,0.001726768],"genre_scores_gemma":[0.01119807,0.9782222,0.002095976,0.0000470526,0.00116763,0.0006352098,0.005444544,0.0002734928,0.0009158333],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9513652,"threshold_uncertainty_score":0.9997339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0610756909256671,"score_gpt":0.3368212325733908,"score_spread":0.2757455416477237,"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."}}