{"id":"W2464080581","doi":"10.1136/emermed-2015-205028","title":"External validation of the emergency department assessment of chest pain score accelerated diagnostic pathway (EDACS-ADP)","year":2016,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care Research Institute; St. Paul's Hospital; University of British Columbia","funders":"Providence Health Care; Health Research Board","keywords":"Medicine; Emergency department; Chest pain; Emergency medicine; Medical emergency; Intensive care medicine; Physical therapy; Internal medicine; Psychiatry","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":[0.01907895,0.0004557421,0.000349606,0.0006430059,0.0003777404,0.0007703237,0.000783429,0.0005053051,0.0009950015],"category_scores_gemma":[0.04309994,0.0002330167,0.0004013016,0.0008265415,0.0008520107,0.0004491108,0.0009600047,0.0006004528,0.0005082287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004970343,"about_ca_system_score_gemma":0.001761499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003464398,"about_ca_topic_score_gemma":0.004684061,"domain_scores_codex":[0.9862545,0.006962034,0.001401715,0.00146028,0.003520507,0.0004010503],"domain_scores_gemma":[0.9609046,0.01370019,0.007898517,0.003423273,0.01313607,0.000937344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006563525,0.0001140921,0.9876521,0.00006189947,0.00008441842,0.00006464867,0.0002320386,0.0002580173,0.0005592948,0.0001458896,0.0008483705,0.009322897],"study_design_scores_gemma":[0.0001645205,0.0006960797,0.9918285,0.00008013799,0.00007778411,0.0005294124,0.0001589771,0.001242587,0.0009929455,0.00007117167,0.00414667,0.00001125458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889107,0.00049561,0.003716639,0.0002999572,0.0000920515,0.0006033164,0.001547564,0.00002991058,0.004304142],"genre_scores_gemma":[0.993457,0.000132441,0.003360203,0.0002411795,0.00008003742,0.0003058802,0.001938793,0.00001521015,0.0004692652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01907895,"threshold_uncertainty_score":0.1009003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0748121886249567,"score_gpt":0.3800050046603421,"score_spread":0.3051928160353854,"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."}}