{"id":"W3003347714","doi":"10.1002/ccd.28744","title":"Chronic total occlusion percutaneous coronary intervention in Latin America","year":2020,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Conventional PCI; Mace; Percutaneous coronary intervention; Cardiac tamponade; Angioplasty; Surgery; Angina; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.00013058,0.000180511,0.0003929998,0.0001534424,0.00009320297,0.00004461833,0.00007031189,0.00008790137,0.0008169439],"category_scores_gemma":[0.0001514862,0.0001857388,0.001418351,0.0003200972,0.00008286991,0.0001263124,0.0001412179,0.0001905878,0.00006272701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101117,"about_ca_system_score_gemma":0.0000326487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004135087,"about_ca_topic_score_gemma":0.00001219026,"domain_scores_codex":[0.9985591,0.0001243862,0.0005080262,0.000392459,0.0002222588,0.0001937244],"domain_scores_gemma":[0.9993554,0.00002499267,0.00007393376,0.0002804446,0.0000868332,0.0001783376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005425971,0.002025163,0.05367324,0.003661168,0.002472251,0.002703808,0.003363217,0.004810696,0.01392975,0.001079582,0.000997222,0.9107413],"study_design_scores_gemma":[0.01522136,0.01110954,0.8410881,0.006831216,0.003418389,0.009102572,0.004876166,0.06499995,0.0009105043,0.0002576458,0.04043666,0.001747884],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039668,0.01245039,0.07982122,0.001484827,0.0002632424,0.0008756793,0.00006700034,0.0001625958,0.0009082775],"genre_scores_gemma":[0.9978822,0.0006479738,0.000408658,0.0002041151,0.0001405626,0.00003801781,0.0003392675,0.00002990683,0.0003092702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9089934,"threshold_uncertainty_score":0.8944963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207776185433571,"score_gpt":0.265787628897778,"score_spread":0.2437098670434422,"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."}}