{"id":"W2520548722","doi":"10.1017/cem.2016.366","title":"Emergency physicians as human billboards for injury prevention: a randomized controlled trial","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Authority; Memorial University of Newfoundland; University of Saskatchewan","funders":"","keywords":"Medicine; Randomized controlled trial; Intervention (counseling); Injury prevention; Emergency department; Poison control; Physical therapy; Suicide prevention; Logistic regression; Occupational safety and health; Emergency medicine; Medical emergency; Surgery; Nursing; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.004034426,0.003574094,0.008971623,0.0009143566,0.001604602,0.002943308,0.002377176,0.006430558,0.02048453],"category_scores_gemma":[0.007727608,0.002436752,0.005517135,0.0012584,0.0035978,0.00361855,0.001335497,0.007432255,0.001984148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001810775,"about_ca_system_score_gemma":0.003026967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004076119,"about_ca_topic_score_gemma":0.007188828,"domain_scores_codex":[0.9960067,0.002140367,0.0003416145,0.0007640227,0.0002270229,0.0005203774],"domain_scores_gemma":[0.9951403,0.002190135,0.001113074,0.0003394092,0.0003008249,0.0009161398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9905356,0.003769126,0.0002281017,0.001131623,0.001821471,0.00002092551,0.00003285989,0.0000704154,0.0001604169,0.00009283768,0.0004559814,0.00168054],"study_design_scores_gemma":[0.988546,0.009352306,0.0003117129,0.00008137699,0.001320052,0.000005673274,0.00001880773,0.00008003732,0.00002788616,0.00008036743,0.0001672903,0.000008479362],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204589,0.03627117,0.003110353,0.0039454,0.007476328,0.01958785,0.002980771,0.0004141602,0.005755199],"genre_scores_gemma":[0.9520163,0.01158935,0.004856602,0.003904215,0.003172868,0.01692238,0.001257525,0.0000647523,0.006216009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02048453,"threshold_uncertainty_score":0.06852758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06501843365964972,"score_gpt":0.4051894130186494,"score_spread":0.3401709793589996,"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."}}