{"id":"W2624301529","doi":"10.1111/ppe.12370","title":"Variation in Maternal Co‐morbidities and Obstetric Interventions across Area‐Level Socio‐economic Status: A Cross‐Sectional Study","year":2017,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Psychological intervention; Odds ratio; Confidence interval; Confounding; Pregnancy; Demography; Cross-sectional study; Socioeconomic status; Logistic regression; Social deprivation; Environmental health; Population; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002841819,0.0001784238,0.0004806429,0.0001974091,0.002945401,0.00004792229,0.0001794475,0.0003286244,0.000416252],"category_scores_gemma":[0.002933879,0.00017585,0.00008203508,0.00005019636,0.0002951911,0.0003834787,0.0003521707,0.000672556,0.00008216295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000254727,"about_ca_system_score_gemma":0.0001507872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521752,"about_ca_topic_score_gemma":0.004791637,"domain_scores_codex":[0.9969178,0.0008140814,0.001075182,0.0004412137,0.00008218976,0.0006694663],"domain_scores_gemma":[0.9961995,0.00261509,0.0006700488,0.0002636253,0.00006400933,0.0001876694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007999773,0.00005273805,0.9904128,0.0003058178,0.00002606671,0.000005266098,0.005084365,0.00003534487,2.237775e-7,0.003365062,0.0001558093,0.0004765041],"study_design_scores_gemma":[0.00179212,0.0001918617,0.9906467,0.00002836629,0.00001374545,0.000007419338,0.002457434,0.0008291472,2.946091e-8,0.00290421,0.0009821425,0.0001468128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942437,0.001217995,0.000102522,0.0005575115,0.001641668,0.0006333652,0.001190106,0.00003380882,0.0003793094],"genre_scores_gemma":[0.99734,0.001122562,0.000229298,0.0001595826,0.0004220183,0.0001951804,0.00005503832,0.0000130888,0.0004632739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01042588,"threshold_uncertainty_score":0.9983526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4013288880063774,"score_gpt":0.5457626585302543,"score_spread":0.1444337705238769,"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."}}