{"id":"W2979008191","doi":"10.1017/cem.2018.178","title":"MP24: Doc in the box: effectiveness of physician initial assessment at triage in the emergency department","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Triage; Medicine; Emergency department; Emergency medicine; Medical emergency; Emergency physician; Intervention (counseling); Interrupted time series; Patient care; Psychological intervention; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002946925,0.001754811,0.001931033,0.003423534,0.0009440104,0.002462295,0.00212447,0.003053283,0.7586877],"category_scores_gemma":[0.08894488,0.0008037683,0.003189543,0.00268276,0.000356784,0.002511165,0.001350164,0.00218319,0.2965923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314661,"about_ca_system_score_gemma":0.004618172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02284408,"about_ca_topic_score_gemma":0.03160089,"domain_scores_codex":[0.9968502,0.0008392754,0.0004265109,0.0002157971,0.001137186,0.0005309958],"domain_scores_gemma":[0.915924,0.04804986,0.003738293,0.002284634,0.02498465,0.005018537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005039838,0.00008423727,0.0003565643,0.0003779481,0.00001863366,0.00001110446,0.000006806986,0.0001109682,0.00001932159,0.00006763893,0.9908497,0.007593054],"study_design_scores_gemma":[0.0484576,0.003093161,0.1485702,0.01132443,0.0006771588,0.000315241,0.0007961709,0.006902054,0.003459956,0.008806017,0.7668764,0.0007215608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.003457035,0.0005526762,0.001140165,0.02441688,0.0189297,0.003325379,0.8788534,0.006551048,0.06277361],"genre_scores_gemma":[0.07268453,0.001637303,0.01540653,0.03625673,0.02166313,0.01544452,0.3628492,0.01024325,0.4638148],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7586877,"threshold_uncertainty_score":0.3442027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3209036310857198,"score_gpt":0.53481385901196,"score_spread":0.2139102279262402,"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."}}