{"id":"W2563280306","doi":"10.1016/j.socscimed.2016.12.041","title":"Relations between neighbourhood socioeconomic status and birth outcomes are mediated by maternal weight","year":2016,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Birth, Development, and Health","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Alberta; University of Calgary","funders":"Alberta Children's Hospital Foundation; Alberta Innovates - Health Solutions","keywords":"Neighbourhood (mathematics); Pregnancy; Medicine; Birth weight; Body mass index; Socioeconomic status; Demography; Obstetrics; Small for gestational age; Cohort study; Low birth weight; Gestational age; Population; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008295621,0.0001882187,0.000510719,0.000199654,0.0006276339,0.00001949427,0.0001555012,0.0001271519,0.001091178],"category_scores_gemma":[0.00031048,0.0001105648,0.00003857713,0.0002819895,0.001740362,0.0002155338,0.00004905593,0.0002005303,0.0001138326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000439687,"about_ca_system_score_gemma":0.0006498617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003023037,"about_ca_topic_score_gemma":0.00005282582,"domain_scores_codex":[0.9978448,0.00004039777,0.0004396279,0.0004147435,0.0005692588,0.0006911423],"domain_scores_gemma":[0.9986761,0.0001621692,0.0002550538,0.0001411732,0.0001328467,0.0006327067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001285158,0.0000168999,0.9811874,0.00001938024,0.00002457002,0.000002904168,0.002201903,1.006453e-9,0.002415671,0.006011859,0.002460977,0.005645608],"study_design_scores_gemma":[0.00251609,0.0001103932,0.9871157,0.00009534947,0.00004268032,0.00000333438,0.0004671002,0.000001121461,0.0001724266,0.006302355,0.003034292,0.0001391725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390371,0.0002444565,0.00009661588,0.05353212,0.0003258885,0.0002536062,0.00007366219,0.00007223156,0.006364344],"genre_scores_gemma":[0.9940647,0.002766512,0.00005499157,0.002012817,0.0005492634,0.00001070179,0.00001386833,0.0000180238,0.0005091043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05502765,"threshold_uncertainty_score":0.999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905699499637522,"score_gpt":0.3084954013570608,"score_spread":0.2894384063606856,"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."}}