{"id":"W2184148636","doi":"10.2310/8000.2013.130938","title":"Development and validation of a prediction rule for early discharge of low-risk emergency department patients with potential ischemic chest pain","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Clinical prediction rule; Chest pain; Emergency department; Acute coronary syndrome; Cohort; Prospective cohort study; Cohort study; Emergency medicine; Troponin; Internal medicine; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009568944,0.001137549,0.001771381,0.003082062,0.0008805572,0.00287705,0.001696513,0.001770872,0.0009565149],"category_scores_gemma":[0.02773467,0.0004875782,0.001382433,0.001175405,0.0004511624,0.001278172,0.001011479,0.001744501,0.0004825474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007402129,"about_ca_system_score_gemma":0.002263232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004944543,"about_ca_topic_score_gemma":0.006173071,"domain_scores_codex":[0.9963155,0.001036931,0.0007297855,0.0005332826,0.00113935,0.0002451231],"domain_scores_gemma":[0.9784726,0.01309419,0.001530771,0.0007964398,0.005383899,0.0007220871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001616143,0.001459298,0.9048172,0.0001810728,0.0005819648,0.0005116035,0.000254173,0.007923501,0.001364654,0.0005910648,0.004259378,0.07643998],"study_design_scores_gemma":[0.001083319,0.002738584,0.5207571,0.0006788265,0.002474888,0.002057076,0.0009261457,0.4509587,0.009044112,0.003245268,0.005886259,0.0001497251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945049,0.001310949,0.04370888,0.001435911,0.0005799404,0.001190166,0.001965128,0.0006177739,0.00414212],"genre_scores_gemma":[0.9553881,0.0003263624,0.04082066,0.0002395074,0.0001199714,0.000356946,0.002161535,0.00002537162,0.0005617652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9950554,"threshold_uncertainty_score":0.05060601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376481992051145,"score_gpt":0.2813228312725155,"score_spread":0.257558011352004,"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."}}