{"id":"W3014637454","doi":"10.4244/eijv15i18a284","title":"Novel approaches to guide complete revascularisation in patients with STEMI and multivessel coronary artery disease","year":2020,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Cardiology; Coronary artery disease; Internal medicine; Myocardial infarction; Left main coronary artery disease; Percutaneous coronary intervention","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":[0.0001057221,0.0001306694,0.0001901158,0.00009170937,0.00003372247,0.00002345106,0.00004640519,0.0000223726,0.00005310291],"category_scores_gemma":[0.000162174,0.0001184939,0.0001051176,0.0001423145,0.00002935277,0.0001300919,0.0000688483,0.0001005816,0.00002502765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005243475,"about_ca_system_score_gemma":0.00001764266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001707907,"about_ca_topic_score_gemma":0.00002211677,"domain_scores_codex":[0.9989696,0.00005047081,0.00033627,0.0003218465,0.0001923146,0.0001294977],"domain_scores_gemma":[0.9994393,0.00003154336,0.00007509285,0.0001647981,0.00006054896,0.0002287297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001153317,0.001023658,0.9918144,0.0003634005,0.00005337229,0.00004934596,0.0003374088,0.0001016383,0.0001692995,0.0001556653,0.0004359199,0.004342516],"study_design_scores_gemma":[0.004049511,0.001185861,0.9901174,0.0007651465,0.00008894658,0.000009897863,0.0001325489,0.002924476,0.000009722489,0.00001093724,0.0005840834,0.0001214484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650825,0.00009916861,0.03159209,0.002142265,0.00004348233,0.0008165267,0.00006418509,0.00003717404,0.0001225756],"genre_scores_gemma":[0.9966555,0.000003676766,0.002398134,0.0004257223,0.00003304697,0.00001330121,0.000303898,0.00002105796,0.000145624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03157301,"threshold_uncertainty_score":0.4832041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105024140435146,"score_gpt":0.2603267481797843,"score_spread":0.1553026077446383,"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."}}