{"id":"W1989524138","doi":"10.1016/j.annemergmed.2012.04.013","title":"Mapping Out the Emergency Department Disposition Decision for High-Acuity Patients","year":2012,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Emergency department; Disposition; Medical emergency; Visual acuity; Emergency medicine; Optometry; Ophthalmology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001218902,0.0002022562,0.0004701,0.00008574309,0.0001311345,9.428483e-7,0.000140636,0.0001008406,0.001854003],"category_scores_gemma":[0.02771563,0.00011806,0.0002455954,0.0002735186,0.00007272278,0.00008432069,0.0000502254,0.000127472,0.00003530043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001638242,"about_ca_system_score_gemma":0.00002616395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007092656,"about_ca_topic_score_gemma":0.00001231556,"domain_scores_codex":[0.9976064,0.00005720077,0.001065185,0.0002410435,0.0005750125,0.0004551355],"domain_scores_gemma":[0.9964131,0.001833319,0.0003545611,0.0004501227,0.0006101065,0.0003388134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005582556,0.001636352,0.5157143,0.0001098148,0.000228786,8.333001e-7,0.001387796,0.000002553151,0.0003979891,0.001014876,0.4226956,0.05625287],"study_design_scores_gemma":[0.001692657,0.001403751,0.9730269,0.001039208,0.000191436,8.886907e-7,0.0002005173,0.00002850956,0.0007657584,0.00302532,0.01846954,0.0001555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762999,0.003148082,0.003856641,0.007207004,0.007137798,0.0009533197,0.00004461089,0.00003116854,0.00132149],"genre_scores_gemma":[0.9926151,0.003998978,0.0002406478,0.0005104335,0.001618552,0.00009482521,0.0003291316,0.0000235178,0.0005687868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4573126,"threshold_uncertainty_score":0.9990584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1491141437641608,"score_gpt":0.4410370246340169,"score_spread":0.2919228808698562,"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."}}