{"id":"W4415497976","doi":"10.1136/ip-2024-045422","title":"Rates of serious injury from falls in children and adolescents: 10-year retrospective review of data from Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; York University; Public Health Ontario; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Injury prevention; Poison control; Occupational safety and health; Suicide prevention; Human factors and ergonomics; Retrospective cohort study; Injury surveillance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007656591,0.0001544281,0.0006714347,0.0001002431,0.00002699742,0.000002955726,0.0001965107,0.0001507434,0.0008240213],"category_scores_gemma":[0.0003640199,0.0001516547,0.00006745505,0.0002125765,0.00006755165,0.00018362,0.0001748556,0.00029006,0.000003121291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002275295,"about_ca_system_score_gemma":0.0006395945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7176033,"about_ca_topic_score_gemma":0.5988896,"domain_scores_codex":[0.99814,0.0003476205,0.0007740326,0.0004253156,0.0001674401,0.0001456169],"domain_scores_gemma":[0.9987841,0.00006398689,0.0003687691,0.0006314727,0.0001099834,0.00004169982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007625373,0.0001675778,0.9716612,0.0006328638,0.0002469217,0.00000133144,0.00002825627,9.149689e-8,0.001142494,0.0000565962,0.01645584,0.008844255],"study_design_scores_gemma":[0.0008203195,0.0001832282,0.9783049,0.01507809,0.0003363978,8.979011e-7,0.00001439604,0.00000641412,0.001866071,0.002643072,0.0006463465,0.00009983367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902288,0.006973603,0.00007894227,0.0002227757,0.0001682578,0.0008186231,0.001158231,0.00001001086,0.0003407933],"genre_scores_gemma":[0.9911566,0.003862371,0.0006966697,0.0004402787,0.00004331609,0.000012388,0.002956316,0.000009745708,0.0008222996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1187137,"threshold_uncertainty_score":0.9022455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447994998696643,"score_gpt":0.3264433853076444,"score_spread":0.3119634353206779,"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."}}