{"id":"W2898358141","doi":"10.1161/circoutcomes.118.004683","title":"Emergency Department Volume and Outcomes for Patients After Chest Pain Assessment","year":2018,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Emergency department; Chest pain; Emergency medicine; Medical emergency; Intensive care medicine; Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002868818,0.0002309963,0.0007309306,0.0001223672,0.0002401054,0.00004640817,0.00005286993,0.000142361,0.0001106264],"category_scores_gemma":[0.0006906225,0.0001942356,0.0007367359,0.0001333158,0.0001559714,0.0001567424,0.00007844617,0.0001211502,0.00001517895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284266,"about_ca_system_score_gemma":0.00005073184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007942474,"about_ca_topic_score_gemma":0.000006396849,"domain_scores_codex":[0.9974841,0.0004410853,0.0005346262,0.0004934774,0.0007282184,0.0003184192],"domain_scores_gemma":[0.9984815,0.0001670876,0.00008912192,0.0005471344,0.000485971,0.0002292149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005310298,0.00009741607,0.9777098,0.0001963638,0.001958738,0.000001847372,0.0001298814,0.000003747146,0.000007920318,0.0001720305,0.0006566066,0.01901253],"study_design_scores_gemma":[0.00197477,0.0001521127,0.9394488,0.00001173468,0.000400496,0.000002329883,0.0000722236,0.0003436151,0.000006501571,0.0002150041,0.05716204,0.0002103797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9516864,0.0007546286,0.03980847,0.004664976,0.0004905302,0.002048728,0.00008869356,0.0000848838,0.0003727057],"genre_scores_gemma":[0.9952555,0.0001420952,0.001640827,0.002036665,0.0002018371,0.0002975472,0.0001410133,0.0000291428,0.000255412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05650543,"threshold_uncertainty_score":0.79207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04903911101096869,"score_gpt":0.3667554843617182,"score_spread":0.3177163733507495,"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."}}