{"id":"W4415775340","doi":"10.1101/2025.07.17.25331717","title":"Urban-rural differences in pediatric ATV-related trauma in Canada from 2002-2019: A population-based descriptive study","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Incidence (geometry); Rural area; Injury prevention; Occupational safety and health; Poison control; Suicide prevention; Head injury; Crush injury; Epidemiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0003616463,0.000280451,0.0003328942,0.001953063,0.00137236,0.00100951,0.0008281837,0.0003279193,0.001459318],"category_scores_gemma":[0.001176017,0.0002944974,0.0004783474,0.005058644,0.0004721739,0.0003955861,0.0006955052,0.0005230999,0.0001800048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009097387,"about_ca_system_score_gemma":0.01111493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.96399,"about_ca_topic_score_gemma":0.9782567,"domain_scores_codex":[0.9993074,0.00004079565,0.00006070701,0.0001217092,0.0002208067,0.0002485294],"domain_scores_gemma":[0.9983644,0.0000777681,0.0005768563,0.00003854245,0.0006072274,0.0003352885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001952883,0.00001334613,0.9984325,0.00001779354,0.00002293936,0.00003549883,0.0001826411,0.00003363986,0.00004088752,0.00002228571,0.0002720151,0.0009069644],"study_design_scores_gemma":[0.000002178326,0.00001413294,0.9988154,0.00001065352,0.000008655016,0.00006530691,0.0006693834,0.00009645719,0.00001747511,0.000006248694,0.0002907815,0.000003331216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902995,0.0004616306,0.00009445429,0.0001284589,0.00000597183,0.00004793709,0.007712477,0.00001231446,0.001237154],"genre_scores_gemma":[0.9968616,0.0003069671,0.0001010515,0.00005595828,0.000005319152,0.00002154914,0.002391721,0.000003787852,0.0002520964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03601003,"threshold_uncertainty_score":0.07244414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718204041366331,"score_gpt":0.2021945908731413,"score_spread":0.185012550459478,"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."}}