{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008869708,0.001198925,0.0009281288,0.002312812,0.002074318,0.00343623,0.002091884,0.004864584,0.004213735],"category_scores_gemma":[0.01432795,0.0004452802,0.001304118,0.0009799504,0.005015666,0.001534155,0.002399323,0.01116983,0.003319374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002976668,"about_ca_system_score_gemma":0.007978139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004924258,"about_ca_topic_score_gemma":0.008056277,"domain_scores_codex":[0.9932232,0.002317442,0.0009786973,0.0006160875,0.002568675,0.0002959142],"domain_scores_gemma":[0.9939785,0.001993473,0.0008076414,0.0003661232,0.002044148,0.000810164],"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":[0.0001139553,0.0003292814,0.004370294,0.00233447,0.0001355692,0.001899516,0.001794068,0.002601566,0.001557537,0.1985189,0.2466113,0.5397335],"study_design_scores_gemma":[0.0002050835,0.0002403108,0.005227611,0.00389073,0.00009542662,0.005638183,0.0004643919,0.001837775,0.0006448504,0.1226851,0.8589467,0.0001237558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.005518983,0.1299858,0.3952403,0.3412627,0.01846964,0.001589213,0.0006612898,0.00171865,0.1055535],"genre_scores_gemma":[0.07820319,0.08347859,0.7106388,0.08702639,0.0143929,0.004270166,0.0008703502,0.0005038147,0.02061579],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008869708,"threshold_uncertainty_score":0.04690808,"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."}}