{"id":"W4382243921","doi":"10.1503/cjs.014122","title":"Screening for alcohol and drug use in pediatric trauma","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Medical record; Concomitant; Emergency medicine; Retrospective cohort study; Alcohol intoxication; Blood alcohol; Poison control; Injury prevention; Pediatrics; Pediatric trauma; Injury Severity Score; Drug; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004372715,0.0001984731,0.0001915111,0.001231339,0.0007297349,0.000511256,0.000556924,0.0003212852,0.001541643],"category_scores_gemma":[0.002222395,0.0003160772,0.0002470879,0.002584175,0.0004815143,0.0002805291,0.0004405376,0.0005483156,0.0001535633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360043,"about_ca_system_score_gemma":0.005353733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5511974,"about_ca_topic_score_gemma":0.6108124,"domain_scores_codex":[0.9991828,0.0000864539,0.00008022427,0.0001061851,0.0003153447,0.0002289729],"domain_scores_gemma":[0.9986115,0.0001050192,0.0006653835,0.00003485723,0.0003390555,0.0002443262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008232895,0.000006424976,0.9981877,0.00001491095,0.000005487733,0.000116913,0.00005737589,0.00002344182,0.00003303309,0.000007903105,0.0001936307,0.001344984],"study_design_scores_gemma":[0.000001180646,0.00001532528,0.9991189,0.00002351788,0.000004554304,0.0003342098,0.0001930377,0.00006760575,0.00004286956,0.00000475044,0.000192535,0.000001508312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959363,0.0008693248,0.00008902491,0.0001934781,0.00001093596,0.00005144055,0.001335007,0.000009901567,0.001504692],"genre_scores_gemma":[0.9979175,0.0009622404,0.0002055578,0.00009166814,0.00001099163,0.00001816712,0.0006692557,0.000002840948,0.0001217835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5511974,"threshold_uncertainty_score":0.9028913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1214677372157167,"score_gpt":0.2927779719770924,"score_spread":0.1713102347613757,"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."}}