{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001744577,0.00006774924,0.0004047462,0.00003200778,0.0001596682,0.00001035916,0.0001040456,0.0001295562,0.0000392015],"category_scores_gemma":[0.00009995501,0.00005936232,0.00004019537,0.0001283039,0.00008798137,0.00008216745,0.0001716687,0.0001598747,0.000002314911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001279097,"about_ca_system_score_gemma":0.0001153504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002105938,"about_ca_topic_score_gemma":0.00003618091,"domain_scores_codex":[0.9989597,0.0003433648,0.0003357889,0.0001476245,0.00004062847,0.0001728861],"domain_scores_gemma":[0.9995656,0.00007342002,0.0001777585,0.0001179648,0.00002465797,0.00004059789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003283193,0.00001798933,0.8294902,0.00003910589,0.00004462213,5.434218e-7,0.00007527105,4.768852e-7,0.000001475412,0.0007556569,0.05138914,0.1178572],"study_design_scores_gemma":[0.0006387967,0.0001779002,0.9937527,0.0003805598,0.00003363636,0.000003192887,0.00001744655,0.00005750545,0.00002420987,0.00352088,0.001350393,0.00004281573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909601,0.0007684166,0.00008295305,0.002676023,0.0001134375,0.0005997767,0.000003995954,0.0000101602,0.004785087],"genre_scores_gemma":[0.9948997,0.0001575305,0.0005094443,0.002729725,0.0001918991,0.0000141981,0.00002750925,0.00000508418,0.001464876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1642625,"threshold_uncertainty_score":0.2420725,"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."}}