{"id":"W2089060461","doi":"10.1002/ccd.23269","title":"Percutaneous coronary interventions and cardiovascular outcomes for patients with chronic total occlusions","year":2011,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Internal medicine; Cardiology; Coronary artery disease; Revascularization; Percutaneous; Population; Surgery; 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":[0.0002578899,0.0002957612,0.0006714283,0.0002312665,0.0003561429,0.00005566765,0.00008977251,0.0001175608,0.0003302978],"category_scores_gemma":[0.0001387637,0.0002510285,0.003526222,0.0001616896,0.0002008031,0.0001870744,0.000153163,0.0001374234,0.000009275137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006715384,"about_ca_system_score_gemma":0.00004548653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004594784,"about_ca_topic_score_gemma":0.00002460474,"domain_scores_codex":[0.9982638,0.00009187204,0.0005151716,0.0005397706,0.0003042205,0.0002851894],"domain_scores_gemma":[0.9985897,0.00005151681,0.00008519089,0.0007006499,0.0003494472,0.0002234733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008222354,0.007866155,0.7099736,0.007084494,0.04694344,0.0004091737,0.002535688,0.0003006403,0.000140742,0.005575065,0.0006593763,0.2176894],"study_design_scores_gemma":[0.005367706,0.003742991,0.97495,0.001739029,0.008342046,0.001351143,0.000474395,0.0002756114,0.00002693346,0.0001590665,0.003031078,0.0005400588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8623313,0.01076217,0.1231803,0.00007274933,0.0003878503,0.002224418,0.0003775416,0.000152527,0.0005111555],"genre_scores_gemma":[0.9955487,0.0005679067,0.002366708,0.00004177497,0.00005166342,0.0002397161,0.0004890868,0.00005862864,0.0006358704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2649763,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871511102291223,"score_gpt":0.2577193914349161,"score_spread":0.2290042804120039,"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."}}