{"id":"W2913302720","doi":"10.1186/s12887-019-1417-7","title":"Performance characteristics of a local triage tool and internationally validated tools among under-fives presenting to an urban emergency department in Tanzania","year":2019,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Muhimbili University of Health and Allied Sciences","keywords":"Medicine; Triage; Tanzania; Emergency department; Medical emergency; Emergency medicine; Environmental planning; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002859593,0.0004385737,0.0003942664,0.00147879,0.0002774064,0.0008546672,0.0004493037,0.0004169008,0.0007908285],"category_scores_gemma":[0.01288462,0.0001719927,0.0004696746,0.001177744,0.0004267335,0.0005286096,0.001033329,0.0004420404,0.000197728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00078426,"about_ca_system_score_gemma":0.0005314466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004354798,"about_ca_topic_score_gemma":0.00620081,"domain_scores_codex":[0.9983336,0.0006740438,0.0002739714,0.0001756898,0.0002903678,0.0002522619],"domain_scores_gemma":[0.9943526,0.00166975,0.002487278,0.0001646099,0.0007617536,0.0005640868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000126739,0.00003467091,0.9963702,0.00002791428,0.00001958327,0.00005756338,0.0004274349,0.00008922217,0.00009021038,0.00002088959,0.0001264798,0.002609046],"study_design_scores_gemma":[0.0000121814,0.0005963187,0.9965792,0.00006608125,0.00002254997,0.0001881025,0.001173732,0.0009705732,0.0001126372,0.00002334357,0.0002451632,0.00001010099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991595,0.000192525,0.0001072598,0.00004349205,0.00001029518,0.00002354334,0.0001495733,0.000005611993,0.0003083668],"genre_scores_gemma":[0.9994283,0.00006206875,0.0002017288,0.00001630688,0.000005533647,0.0000218827,0.0002030009,0.00000123539,0.00005997372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004354798,"threshold_uncertainty_score":0.01512313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264796491521999,"score_gpt":0.2821254236627826,"score_spread":0.2594774587475627,"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."}}