{"id":"W2509471459","doi":"10.1017/s1049023x16000704","title":"Are Pediatric Emergency Physicians More Knowledgeable and Confident to Respond to a Pediatric Disaster after an Experiential Learning Experience?","year":2016,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"McGill University","keywords":"Experiential learning; Context (archaeology); Pediatric emergency medicine; Disaster medicine; Medicine; Medical emergency; Observational study; Emergency management; Poison control; Suicide prevention; Medical education; Emergency department; Psychology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003556727,0.0003917893,0.0004807572,0.0003448256,0.0003850097,0.00002803031,0.00021337,0.0001043338,0.002134571],"category_scores_gemma":[0.0002976712,0.0002535736,0.00005162213,0.0003888721,0.0001166473,0.0004897275,0.0006831185,0.0002037968,0.0003371853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004810115,"about_ca_system_score_gemma":0.00002536879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005529328,"about_ca_topic_score_gemma":0.0001121977,"domain_scores_codex":[0.9969109,0.0003058561,0.0006705886,0.0008663437,0.0004472131,0.0007990672],"domain_scores_gemma":[0.9982865,0.0001271337,0.000220926,0.0004553297,0.0001361133,0.0007739816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001412457,0.000198169,0.4187821,0.0003373277,0.0000229931,0.00004551604,0.5564041,8.454811e-7,0.0005650265,0.00008547359,0.01250223,0.009643814],"study_design_scores_gemma":[0.002942813,0.001978297,0.5836142,0.0004840692,0.0001908469,0.000003294481,0.3554937,0.000008983719,0.00001778801,0.0001679654,0.05432384,0.0007741914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900858,0.000977236,0.001150638,0.002989461,0.001308283,0.001269095,0.00002461562,0.00009216835,0.002102738],"genre_scores_gemma":[0.9533319,0.0001842059,0.00004462678,0.001689028,0.001915529,0.001078935,0.000006223968,0.00005285272,0.0416967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2009103,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872997225749811,"score_gpt":0.3729975454649513,"score_spread":0.3442675732074532,"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."}}