{"id":"W2134876716","doi":"10.1016/j.annemergmed.2011.07.026","title":"Development of a Clinical Prediction Rule for 30-Day Cardiac Events in Emergency Department Patients With Chest Pain and Possible Acute Coronary Syndrome","year":2011,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Medicine; Chest pain; Emergency department; Acute coronary syndrome; Myocardial infarction; Troponin; Internal medicine; Coronary artery disease; Confidence interval; Revascularization; Cardiology; Clinical prediction rule; Pre- and post-test probability; Emergency medicine","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":[0.003621176,0.0002390498,0.0009255743,0.0002822914,0.00006036438,3.467985e-7,0.0001263507,0.0001464278,0.0008859817],"category_scores_gemma":[0.000582269,0.0001779746,0.0001621955,0.0003995223,0.0001277848,0.0001135829,0.00007456962,0.0001930769,0.0000045824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002647501,"about_ca_system_score_gemma":0.0001887311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008004264,"about_ca_topic_score_gemma":0.000009752446,"domain_scores_codex":[0.9963417,0.0002295871,0.001884946,0.0004176678,0.0007284824,0.0003975972],"domain_scores_gemma":[0.9980466,0.0000939622,0.0004430719,0.0003414759,0.0007594567,0.0003154308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001149439,0.001002987,0.9758576,0.0003332356,0.001248405,0.000007006964,0.001039159,4.323271e-7,0.0001824426,0.00001405146,0.008653059,0.01051221],"study_design_scores_gemma":[0.002414026,0.005520482,0.9871184,0.0003236891,0.000221612,0.000001957301,0.0001979838,0.00003395142,0.000348832,0.000122215,0.003558579,0.0001383076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950151,0.0005957047,0.0003845753,0.0006987542,0.0008602637,0.001777298,0.0001098774,0.00001964471,0.0005388149],"genre_scores_gemma":[0.9938264,0.003267097,0.001680485,0.0001280116,0.000105168,0.0002700122,0.0003252463,0.00003988704,0.0003577217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126079,"threshold_uncertainty_score":0.9700878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1449756105176721,"score_gpt":0.4071437018109796,"score_spread":0.2621680912933075,"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."}}