{"id":"W4407307364","doi":"10.2196/67877","title":"Evidence of Interventions for the Prevention of Unintentional Injuries: Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR Pediatrics and Parenting","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Psychological intervention; Medicine; Computer science; Nursing; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03104647,0.003324271,0.01157951,0.02305685,0.001503518,0.0072504,0.003935032,0.005627842,0.009465832],"category_scores_gemma":[0.1348291,0.00231886,0.01257542,0.01953698,0.001852986,0.004724832,0.003556863,0.003558603,0.00116216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006572281,"about_ca_system_score_gemma":0.0257159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007762792,"about_ca_topic_score_gemma":0.01499123,"domain_scores_codex":[0.97222,0.01066706,0.01017133,0.00130569,0.005041944,0.0005939744],"domain_scores_gemma":[0.9144481,0.0647997,0.01208308,0.001327889,0.006684804,0.0006564605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001318381,0.00003822346,0.0003201186,0.9323896,0.004168202,0.00007478004,0.0002414288,0.0001113241,0.0001052703,0.0004142789,0.001760263,0.06024474],"study_design_scores_gemma":[0.00006097117,0.00005775856,0.0005231377,0.9774634,0.01249453,0.00007479482,0.0001278588,0.00004008816,0.00009016663,0.0002082613,0.00884806,0.00001111865],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003259042,0.9969622,0.0003315609,0.0005213035,0.0003535722,0.0007404113,0.0001862229,0.00001354881,0.0005652879],"genre_scores_gemma":[0.003971916,0.9929219,0.001068668,0.0004883523,0.0001398793,0.001148332,0.0001540721,0.00000805578,0.00009882926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03104647,"threshold_uncertainty_score":0.1641914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2094269824240034,"score_gpt":0.5059764379963437,"score_spread":0.2965494555723404,"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."}}