{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005817764,0.0001726647,0.0002137995,0.0008083269,0.0003349839,0.0008183308,0.0004586969,0.0003359163,0.001548155],"category_scores_gemma":[0.005721164,0.0001295125,0.0003983795,0.001101834,0.0003288964,0.0004458585,0.000569114,0.0006565192,0.0001320929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785487,"about_ca_system_score_gemma":0.001288211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04117806,"about_ca_topic_score_gemma":0.06082981,"domain_scores_codex":[0.9992602,0.0001322333,0.00008278763,0.00009479626,0.0002465774,0.0001834],"domain_scores_gemma":[0.9949151,0.0006234443,0.002880712,0.0001058861,0.0005536324,0.0009211165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003089913,0.00001679086,0.9990708,0.000007285607,0.00002074305,0.00003809047,0.00002956251,0.00005292798,0.00001952184,0.00001015051,0.00015014,0.0005530143],"study_design_scores_gemma":[0.000003690793,0.0000218834,0.9995872,0.000006217184,0.000006909586,0.00009038546,0.00005550926,0.0001137057,0.000009725807,0.00001439821,0.00008852996,0.000001795761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997839,0.0003398017,0.00005423795,0.0002591452,0.00001061876,0.00001143399,0.0007903276,0.000006118738,0.0006892811],"genre_scores_gemma":[0.9991933,0.00008051161,0.00004027937,0.00003431567,0.00002005729,0.00000501057,0.0005610794,0.000001192684,0.00006433058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04117806,"threshold_uncertainty_score":0.08187675,"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."}}