{"id":"W2031306893","doi":"10.1016/j.jamcollsurg.2013.10.001","title":"The Electronic Trauma Health Record: Design and Usability of a Novel Tablet-Based Tool for Trauma Care and Injury Surveillance in Low Resource Settings","year":2013,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hog Administrative Marketing Services (Canada); Vancouver General Hospital; Simon Fraser University; University of British Columbia","funders":"","keywords":"Medicine; Checklist; Trauma center; Usability; Medical emergency; Health care; Resource (disambiguation); Surgery; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006208314,0.000748901,0.0004842078,0.0008300157,0.0005301322,0.002230783,0.001419061,0.001012976,0.003203252],"category_scores_gemma":[0.01452224,0.0003966601,0.0006103974,0.0004807241,0.0004326886,0.001691478,0.001237109,0.0004430174,0.0006095782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039065,"about_ca_system_score_gemma":0.0007577506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006664222,"about_ca_topic_score_gemma":0.001017672,"domain_scores_codex":[0.995533,0.002812498,0.0004442397,0.000472248,0.000573873,0.000164096],"domain_scores_gemma":[0.9889536,0.007880865,0.0006407535,0.000649911,0.001378895,0.0004960084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00386999,0.006054228,0.05196466,0.007441284,0.0003975971,0.00339853,0.01892,0.002658929,0.09289527,0.001608207,0.01129158,0.7994998],"study_design_scores_gemma":[0.006016155,0.08920665,0.4314442,0.006553886,0.00391293,0.02328456,0.04275205,0.08502994,0.1311615,0.003355654,0.175405,0.001877573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8520814,0.0008867402,0.1294814,0.00120452,0.0001724145,0.008555084,0.00074158,0.001950725,0.004926103],"genre_scores_gemma":[0.6187409,0.000914243,0.3697833,0.0007755572,0.00009039749,0.005131804,0.0006879647,0.0001902656,0.003685478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006208314,"threshold_uncertainty_score":0.0328331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268584446374741,"score_gpt":0.2694271308444087,"score_spread":0.2567412863806613,"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."}}