{"id":"W2965902961","doi":"10.1161/circulationaha.119.039797","title":"Guiding Principles for Chronic Total Occlusion Percutaneous Coronary Intervention","year":2019,"lang":"en","type":"review","venue":"Circulation","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":435,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; St. Michael's Hospital; Western University; Montreal Heart Institute; London Health Sciences Centre; McMaster University; Vanguard College","funders":"Daiichi Sankyo Europe; Abbott Vascular; InfraRedx; Regeneron Pharmaceuticals; Boston Scientific Corporation; Amgen; AstraZeneca; American Heart Association","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Perforation; Stent; Coronary occlusion; Reentry; Radiology; Percutaneous; Cardiology; Surgery; Occlusion; 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"],"consensus_categories":[],"category_scores_codex":[0.0002384242,0.0003236958,0.0009834035,0.0002500814,0.0001214539,0.00003849318,0.00009852682,0.0003527178,0.0003955228],"category_scores_gemma":[0.0002662676,0.0002987067,0.001377253,0.0001433118,0.0000254128,0.00009464425,0.0001050835,0.0001591772,0.0001960252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104875,"about_ca_system_score_gemma":0.0002876028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008447211,"about_ca_topic_score_gemma":0.000006040073,"domain_scores_codex":[0.9981282,0.00006359203,0.0008797655,0.0004633878,0.0002201764,0.0002448353],"domain_scores_gemma":[0.9986013,0.0002676137,0.0004382828,0.0004483043,0.0001634919,0.00008097925],"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":[0.00002679939,0.0001674948,0.0001705898,0.03936921,0.0001770915,0.00006126575,0.00002204226,0.00009457212,0.00001450469,0.000443415,0.0002628648,0.9591901],"study_design_scores_gemma":[0.0008352255,0.0006397865,0.001999718,0.05126468,0.003535895,0.006578489,0.00002197338,0.005403641,9.650902e-7,0.00005063646,0.9292545,0.0004144934],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001304421,0.9893376,0.00457964,0.00002505128,0.001078327,0.003077977,0.00009598761,0.00009477253,0.0004062325],"genre_scores_gemma":[0.01755051,0.9749798,0.0004392029,0.00001238569,0.0006633367,0.000130209,0.004485931,0.00009666114,0.00164202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9587756,"threshold_uncertainty_score":0.9999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123187874622152,"score_gpt":0.3755265325031689,"score_spread":0.2523386578810168,"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."}}