{"id":"W4225285802","doi":"10.1542/peds.2021-053852j","title":"Preventing Unintentional Injuries in School-Aged Children: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Fogarty International Center","keywords":"Medicine; CINAHL; PsycINFO; Psychological intervention; Poison control; Injury prevention; MEDLINE; Occupational safety and health; Suicide prevention; Randomized controlled trial; Population; Systematic review; Environmental health; Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005594852,0.000431388,0.00387569,0.0006113728,0.0001444845,0.00001259358,0.0002941459,0.0003507088,0.001629549],"category_scores_gemma":[0.00874237,0.0003542172,0.00115723,0.001178966,0.00003843695,0.00008449157,0.0002059379,0.001797987,0.0002163917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309714,"about_ca_system_score_gemma":0.0006693368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009842061,"about_ca_topic_score_gemma":0.000002377443,"domain_scores_codex":[0.9941022,0.002345261,0.002246665,0.0005159699,0.0004122133,0.0003777072],"domain_scores_gemma":[0.9969888,0.0009241583,0.001337179,0.0005700922,0.00005356376,0.0001261982],"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":[0.000005920916,0.00009388231,0.002815894,0.9876405,0.0001607061,0.00002108852,0.000008096375,8.376256e-8,3.158839e-9,0.00007507434,0.003880952,0.005297807],"study_design_scores_gemma":[0.0003755197,0.0001612742,0.001557264,0.8250736,0.02374506,0.0005724529,0.00001022642,0.000001148299,7.466132e-9,0.0002383951,0.1476952,0.0005698338],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001850131,0.9942471,0.00001992089,0.00006802364,0.0003988286,0.004589731,0.00006684018,0.00006818647,0.0005228873],"genre_scores_gemma":[0.000003747507,0.9936488,0.0002386234,0.0004367453,0.0004513185,0.001031451,0.001939563,0.00005443389,0.002195378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1625669,"threshold_uncertainty_score":0.999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04456023172408582,"score_gpt":0.3681933442180167,"score_spread":0.3236331124939309,"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."}}