{"id":"W3201904916","doi":"10.1097/pts.0000000000000915","title":"Improving Pediatric Drug Safety in Prehospital Emergency Care—10 Years on","year":2021,"lang":"en","type":"article","venue":"Journal of Patient Safety","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Dosing; Emergency medicine; Fentanyl; Ketamine; Emergency medical services; Medical record; Medical emergency; Anesthesia; 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":[0.0130711,0.0006316496,0.0006279064,0.001963983,0.0004048333,0.001960572,0.001305406,0.001221331,0.003449768],"category_scores_gemma":[0.02800572,0.000304151,0.001220061,0.001741166,0.0006473097,0.00276312,0.002637343,0.001705873,0.0004611905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804488,"about_ca_system_score_gemma":0.009552746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436354,"about_ca_topic_score_gemma":0.01880952,"domain_scores_codex":[0.9930782,0.002447234,0.001123606,0.0005073469,0.002002821,0.0008408269],"domain_scores_gemma":[0.9763366,0.00524261,0.009135516,0.00107527,0.005156352,0.003053631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003967352,0.0006196206,0.2590345,0.002182549,0.0005146128,0.0004162562,0.0005877052,0.0009004285,0.0002810185,0.000839088,0.02817421,0.7060533],"study_design_scores_gemma":[0.0001539616,0.001974561,0.9019034,0.008785997,0.0004829094,0.001097674,0.00170888,0.000977576,0.0005713309,0.0004180305,0.08188269,0.00004315649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3938682,0.3762274,0.002756377,0.2017267,0.005614974,0.0003820016,0.002403233,0.0003717341,0.01664936],"genre_scores_gemma":[0.7687131,0.1938144,0.005997978,0.02117844,0.004437998,0.0003015123,0.00280337,0.00004934837,0.002703849],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01436354,"threshold_uncertainty_score":0.06912744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849224676803842,"score_gpt":0.3409679091778449,"score_spread":0.3224756624098065,"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."}}