{"id":"W1987563597","doi":"10.3109/10903127.2013.869640","title":"Understanding Safety in Prehospital Emergency Medical Services for Children","year":2014,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Agency for Healthcare Research and Quality","keywords":"Medicine; Emergency medical services; Medical emergency; Emergency 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008966091,0.0003430905,0.0004396284,0.0001915189,0.0007988114,0.000001456533,0.0006244917,0.0004951934,0.004079167],"category_scores_gemma":[0.0005709279,0.0003273088,0.0002244308,0.0004377831,0.00005888322,0.0003403455,0.0002215358,0.000683805,0.0001870922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004172434,"about_ca_system_score_gemma":0.0002528551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002934268,"about_ca_topic_score_gemma":0.001653097,"domain_scores_codex":[0.9958598,0.0003397122,0.001399115,0.0006678426,0.0007912947,0.0009422442],"domain_scores_gemma":[0.998203,0.0001607281,0.0004540682,0.0005004233,0.0002270396,0.0004547435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001014219,0.0001313614,0.9549689,0.0009800909,0.0000545512,7.582441e-7,0.02870361,0.00009383027,0.000006929734,0.009705894,0.003891412,0.001361245],"study_design_scores_gemma":[0.003001598,0.000449203,0.9500237,0.0006422204,0.00006565458,8.618496e-7,0.02159607,0.001209171,0.000009782896,0.005563952,0.01672364,0.0007142198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138185,0.002046761,0.03215314,0.005430665,0.01229493,0.005044629,0.0003683807,0.0004270013,0.02841603],"genre_scores_gemma":[0.99592,0.0008399046,0.000209778,0.0002402407,0.0007111056,0.0006119296,0.0007911989,0.00006422539,0.0006116162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08210155,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05816355469196848,"score_gpt":0.3806262739411176,"score_spread":0.3224627192491491,"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."}}