{"id":"W4307055881","doi":"10.1093/pch/pxac100.093","title":"94 Common Social Determinants of Health as Independent Predictors of Adverse Childhood Experiences and the Derivation of a Clinical Prediction Rule: Findings from a Longitudinal Quality Improvement Study","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Logistic regression; Medicine; Social determinants of health; Poverty; Internal medicine; Demography; Public health; Pathology; Political science; Sociology","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":[0.02825942,0.0003621104,0.0005450857,0.001493259,0.0006930917,0.001317869,0.0008802292,0.0005094621,0.0005669703],"category_scores_gemma":[0.04116664,0.0002849803,0.001907639,0.002438568,0.0006515231,0.0007842802,0.001467802,0.001020849,0.0001046593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599358,"about_ca_system_score_gemma":0.002173673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02744127,"about_ca_topic_score_gemma":0.02254528,"domain_scores_codex":[0.9852107,0.009910882,0.001582159,0.0009429359,0.00181132,0.0005419739],"domain_scores_gemma":[0.9506916,0.02004145,0.01695399,0.003510434,0.006628995,0.002173494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008033861,0.00006857618,0.9971707,0.00002317897,0.0001281898,0.000009628656,0.0001530462,0.0001108753,0.00001691402,0.00002161023,0.0001102681,0.002106575],"study_design_scores_gemma":[0.00002790847,0.0002813151,0.9970353,0.00003733312,0.0001139078,0.00002085378,0.0003013169,0.001885117,0.00004943256,0.0000419792,0.0001965293,0.000008997223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962772,0.0005112938,0.001284482,0.0003009302,0.0000184292,0.0001632239,0.001037484,0.00001438646,0.0003926607],"genre_scores_gemma":[0.9976662,0.0001117238,0.001095235,0.0000533498,0.00001010297,0.0001186992,0.0009000513,0.000002702171,0.00004189951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02825942,"threshold_uncertainty_score":0.1494519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194628196953569,"score_gpt":0.4645582695557273,"score_spread":0.3450954498603703,"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."}}