{"id":"W4297142330","doi":"10.1016/j.jpedsurg.2022.09.033","title":"Structural evaluation of child physical abuse in trauma: Social determinants of health at the population level","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Petro-Canada","funders":"College of Medicine, University of Florida","keywords":"Medicine; Social vulnerability; Medicaid; Socioeconomic status; Population; Demography; Poverty; Environmental health; Health care; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068259,0.0002910483,0.0003525224,0.001470848,0.000966671,0.0009820879,0.0005501044,0.0006256733,0.003096782],"category_scores_gemma":[0.006007318,0.0003160287,0.0007332024,0.002173085,0.0009772354,0.0007015176,0.001634165,0.001115972,0.0001826678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008569759,"about_ca_system_score_gemma":0.001255572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02540877,"about_ca_topic_score_gemma":0.03586861,"domain_scores_codex":[0.9982688,0.0008158879,0.0001102797,0.0001587525,0.0002378766,0.0004083474],"domain_scores_gemma":[0.9970836,0.00064173,0.001076062,0.0002506333,0.0003556359,0.0005922797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001892662,0.00003167388,0.9989111,0.000003167513,0.00003787033,0.00002527049,0.0001257755,0.00002895729,0.00005176349,0.00003565288,0.00002162302,0.0007080688],"study_design_scores_gemma":[5.105526e-7,0.00004944107,0.9991688,0.000002672879,0.00001023812,0.00005574491,0.0005493368,0.00006735312,0.00002291609,0.0000385467,0.00003338841,0.000001129078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987251,0.0001246456,0.0000797913,0.0001892424,0.000004542361,0.000007227856,0.0001370948,0.000001657441,0.0007306553],"genre_scores_gemma":[0.9997476,0.00006991353,0.00003040225,0.00001266214,0.00000664872,0.000003040913,0.00005836037,0.000001004322,0.00007027624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02540877,"threshold_uncertainty_score":0.05052173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129162956229122,"score_gpt":0.3761663130250115,"score_spread":0.2632500174020992,"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."}}