{"id":"W3038145072","doi":"10.1016/j.jcin.2020.05.041","title":"Acute Coronary Syndromes and Multivessel Disease","year":2020,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Amgen Canada; Bayer Canada; AstraZeneca Canada","keywords":"Cardiology; Medicine; Disease; Internal medicine; Acute coronary syndrome; Coronary disease; Coronary heart disease; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001621564,0.0006116762,0.001391812,0.0003542554,0.0002199018,0.0001255676,0.0002748607,0.0004210208,0.001048652],"category_scores_gemma":[0.0003531124,0.0006012438,0.008480336,0.0002637565,0.0002571572,0.000169451,0.0004423741,0.001732059,0.000393092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524777,"about_ca_system_score_gemma":0.0001504721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003735777,"about_ca_topic_score_gemma":0.00000363112,"domain_scores_codex":[0.9967194,0.0002456805,0.0007858226,0.001016623,0.0007496898,0.000482774],"domain_scores_gemma":[0.9976314,0.0001679913,0.0001792344,0.001297908,0.0002688331,0.0004546423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009108977,0.0003078397,0.001541272,0.003613018,0.01929262,0.0366419,0.00004941932,0.000006595208,0.000003331069,0.00004484473,0.9306872,0.007720861],"study_design_scores_gemma":[0.002409391,0.0005515419,0.0403416,0.004358789,0.02394832,0.002773948,0.00007175137,0.000123059,0.000006418229,0.0002603263,0.9244534,0.000701439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009153316,0.119454,0.01071495,0.8467886,0.002747397,0.004037579,0.004426089,0.0008231511,0.001854915],"genre_scores_gemma":[0.2734619,0.01755919,0.005139477,0.6205015,0.009379318,0.002406303,0.02203015,0.001012822,0.04850931],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2643086,"threshold_uncertainty_score":0.9998645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04418782361147931,"score_gpt":0.3004023416107922,"score_spread":0.2562145179993129,"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."}}