{"id":"W2773329130","doi":"10.1161/circoutcomes.117.004295","title":"Coronary Chronic Total Occlusions","year":2017,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Services and Policy Research; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Conventional PCI; Percutaneous coronary intervention; Medicine; Revascularization; Subspecialty; Cardiology; Internal medicine; Surgery; Myocardial infarction; Pathology","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":[0.0006435751,0.0003963737,0.001308919,0.0001686308,0.000500923,0.0001099334,0.0001469559,0.000789789,0.0002941091],"category_scores_gemma":[0.0005482171,0.0003643971,0.002693761,0.00005811952,0.0002136591,0.0001422712,0.0001893023,0.001009684,0.00008721875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574978,"about_ca_system_score_gemma":0.000237125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002092248,"about_ca_topic_score_gemma":0.00000825813,"domain_scores_codex":[0.9973584,0.0002498628,0.0006139736,0.0006339472,0.000794861,0.000349002],"domain_scores_gemma":[0.9973661,0.0003071288,0.0002416636,0.00175089,0.0002013811,0.0001328727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005388017,0.0002527456,0.5598,0.004377456,0.01685072,0.006211442,0.0001966587,0.0002738026,0.00001919819,0.0009024939,0.284671,0.1263905],"study_design_scores_gemma":[0.001010529,0.0000441021,0.6087666,0.0002155078,0.001382443,0.0006649961,0.00001208405,0.0000541287,0.000001662371,0.0002289776,0.3873282,0.0002908396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1325459,0.07374009,0.006256726,0.7687021,0.004662832,0.003428293,0.0008347114,0.000550152,0.009279159],"genre_scores_gemma":[0.8418297,0.001133961,0.0002478997,0.1394722,0.005952165,0.0001175774,0.00385438,0.0001451337,0.007246959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7092837,"threshold_uncertainty_score":0.9998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06802425011060775,"score_gpt":0.3443594915098887,"score_spread":0.276335241399281,"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."}}