{"id":"W4409571668","doi":"10.1503/cjs.004924","title":"Electric scooter injury and trauma in Edmonton: a multicentre prospective and retrospective observational study","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta","keywords":"Medicine; Observational study; Retrospective cohort study; Emergency medicine; Medical emergency; Poison control; Physical therapy; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008533291,0.0003363565,0.0004635149,0.001437986,0.0006752676,0.000845846,0.0006215204,0.0006384288,0.001866181],"category_scores_gemma":[0.001846805,0.0004544154,0.0003361119,0.002369908,0.0004516119,0.0007009372,0.0008455914,0.0005884879,0.0001904386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287292,"about_ca_system_score_gemma":0.001348272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03580561,"about_ca_topic_score_gemma":0.06787361,"domain_scores_codex":[0.9993774,0.0001072906,0.0000798215,0.0001576508,0.0001492343,0.0001285693],"domain_scores_gemma":[0.9980855,0.000278709,0.001036648,0.00008481455,0.0001882174,0.0003261243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003504375,0.00005106291,0.9991535,0.00001682242,0.00001836725,0.0001377709,0.0001220205,0.00001131219,0.00003100935,0.000006393669,0.00009707936,0.0003196912],"study_design_scores_gemma":[0.000007460316,0.00008379795,0.9987269,0.00002879236,0.0000135603,0.0003046419,0.0006308293,0.00005153217,0.000007862368,0.000006715152,0.0001349544,0.000002819098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998922,0.0002602817,0.00002793428,0.00004429646,0.000004563653,0.00002965031,0.0004079456,0.000002196986,0.0003013044],"genre_scores_gemma":[0.9987295,0.0002756202,0.0001129451,0.00009923142,0.00001694319,0.00004225524,0.000570729,0.000001416628,0.0001514971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9641944,"threshold_uncertainty_score":0.07119441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740308884007541,"score_gpt":0.309518024202876,"score_spread":0.2621149353628006,"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."}}