{"id":"W4411023473","doi":"10.1001/jamanetworkopen.2025.13584","title":"Social Determinants of Health and Injury Among Children","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; Government of Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Mental health; Odds; Population; Odds ratio; Logistic regression; Demography; Receipt; Gerontology; Pediatrics; Environmental health; Psychiatry","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":[0.0002905736,0.0002168736,0.0001884313,0.0009406148,0.0005760193,0.0005512709,0.0003725432,0.000214287,0.002120265],"category_scores_gemma":[0.001403136,0.0001412215,0.0002227986,0.001239988,0.0006909374,0.0002111639,0.0005096761,0.0004441663,0.0001109259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001961968,"about_ca_system_score_gemma":0.002799682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4010577,"about_ca_topic_score_gemma":0.4496318,"domain_scores_codex":[0.9995891,0.00006613851,0.00002498693,0.00005398419,0.0001370754,0.0001286821],"domain_scores_gemma":[0.999109,0.00008554441,0.000431388,0.00002553837,0.0001369535,0.000211607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003544767,0.000006127588,0.998804,0.0000103182,0.00001768809,0.00002466634,0.00006648304,0.00002305512,0.00002132915,0.00003063721,0.0001306368,0.0008616947],"study_design_scores_gemma":[6.893414e-7,0.000006151738,0.9994113,0.00001447266,0.000007004558,0.00004901645,0.0001265513,0.00003154621,0.000009868143,0.00001942525,0.0003228342,0.000001108561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937673,0.001661327,0.000136653,0.0005813402,0.00001797139,0.00002377796,0.001726661,0.000008831463,0.002076138],"genre_scores_gemma":[0.9982402,0.0006389099,0.0001241567,0.00003821144,0.00001465802,0.000008458853,0.0006906748,0.000002067727,0.0002426326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4010577,"threshold_uncertainty_score":0.7974467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671358554140271,"score_gpt":0.3927811073524379,"score_spread":0.3660675218110352,"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."}}