{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006262226,0.0002818928,0.002456462,0.0005569737,0.0002492336,0.000001677608,0.0002063598,0.0002224509,0.02023501],"category_scores_gemma":[0.009168826,0.000153855,0.00153378,0.0002409541,0.0002542023,0.0001494122,0.000006250411,0.0002593913,0.00002321562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351904,"about_ca_system_score_gemma":0.0008795073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005383623,"about_ca_topic_score_gemma":0.001494776,"domain_scores_codex":[0.9954969,0.0007428648,0.002729207,0.0002426947,0.0002997786,0.0004885049],"domain_scores_gemma":[0.996204,0.0003753332,0.001507739,0.0002947832,0.0009450135,0.0006731454],"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":[0.7243131,0.0001109662,0.0005512034,0.00007077587,0.001399701,0.00002539888,0.0003329991,3.805747e-7,0.003781004,0.00569986,0.2595375,0.004177142],"study_design_scores_gemma":[0.8989478,0.006934431,0.0002726156,0.0008207946,0.002341231,0.00002768902,0.00009629609,0.00000550288,0.0001303342,0.04308287,0.04713744,0.0002029641],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8150497,0.009187235,0.01365085,0.05699108,0.06767398,0.01227839,0.00005255132,0.00004552194,0.0250707],"genre_scores_gemma":[0.923054,0.002267204,0.0002193284,0.000535445,0.01224011,0.0003808092,0.00003161535,0.00005853579,0.06121292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2124,"threshold_uncertainty_score":0.9991773,"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."}}