{"id":"W2979930946","doi":"10.1136/heartjnl-2018-314503","title":"Discordances between predicted and actual risk in obese patients with suspected cardiac ischaemia","year":2019,"lang":"en","type":"article","venue":"Heart","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Internal medicine; Body mass index; Coronary artery disease; Myocardial infarction; Angina; Obesity; Unstable angina; Proportional hazards model; Diabetes mellitus; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002720151,0.0002554072,0.0002346369,0.0005699855,0.0001872035,0.000613305,0.0002813742,0.0004217807,0.001081561],"category_scores_gemma":[0.01633864,0.0002235161,0.0003892441,0.0003758248,0.0002997383,0.0003502589,0.0005874528,0.000433384,0.000200081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130662,"about_ca_system_score_gemma":0.0002157617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009885657,"about_ca_topic_score_gemma":0.001395426,"domain_scores_codex":[0.9986874,0.0006762082,0.0001497051,0.0001901227,0.0002211057,0.00007543981],"domain_scores_gemma":[0.991544,0.004176895,0.00330442,0.0003513039,0.0003057953,0.0003175992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002816917,0.00001656167,0.998395,0.00001005885,0.00003775393,0.00002398779,0.00006543419,0.00007315539,0.000105273,0.000008214377,0.00001563062,0.0009671257],"study_design_scores_gemma":[0.00002157255,0.0002191117,0.998409,0.00000813246,0.00003813801,0.0002364912,0.0001144735,0.0007749638,0.0001041237,0.00003286085,0.00003621536,0.000004879404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995319,0.0001226672,0.0001003938,0.00002676619,0.000002383723,0.000003374253,0.0000484797,0.000002037503,0.000162073],"genre_scores_gemma":[0.9997781,0.00002063396,0.0001030724,0.000007222034,0.00000498795,0.000003022101,0.00006319233,4.96982e-7,0.00001933572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002720151,"threshold_uncertainty_score":0.0143857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004668675065289711,"score_gpt":0.2128714918425695,"score_spread":0.2082028167772798,"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."}}