{"id":"W2900728534","doi":"10.1097/fch.0000000000000211","title":"Maternal Social and Economic Factors and Infant Morbidity, Mortality, and Congenital Anomaly","year":2018,"lang":"en","type":"article","venue":"Family & Community Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health","funders":"","keywords":"Psychological intervention; Medicine; Infant mortality; Social deprivation; Pediatrics; Demography; Context (archaeology); Social determinants of health; Cohort; Retrospective cohort study; Environmental health; Public health; Geography; Psychiatry; Population; Economic growth; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796387,0.0002224709,0.0001917897,0.0008354477,0.0008206614,0.0005252102,0.0003582933,0.0001720419,0.0007990291],"category_scores_gemma":[0.001540469,0.0002136646,0.000215315,0.001290079,0.0003058562,0.0002013195,0.0006076125,0.0002907332,0.00008081082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942935,"about_ca_system_score_gemma":0.002329007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6458529,"about_ca_topic_score_gemma":0.8084579,"domain_scores_codex":[0.9997206,0.00006614823,0.0000150511,0.00003467796,0.00005166887,0.0001117991],"domain_scores_gemma":[0.9996238,0.00004346921,0.0001291873,0.00002957007,0.00007354886,0.0001004342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000632873,0.000006499983,0.9991758,0.000002307905,0.00001407873,0.00002220465,0.0001228917,0.00001123529,0.00003030895,0.00002317553,0.00005045437,0.0005345502],"study_design_scores_gemma":[8.236399e-7,0.00001008178,0.9994609,0.000005384191,0.000008371933,0.00002858428,0.0003042658,0.00003094877,0.00001638417,0.000008892706,0.000124237,0.000001065711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987294,0.0002383318,0.00004529349,0.00006025242,0.000002737652,0.00000812293,0.0004494406,8.930107e-7,0.0004654732],"genre_scores_gemma":[0.9992399,0.0002594966,0.00006398697,0.00001959728,0.000002208981,0.000005561222,0.0002343512,6.470505e-7,0.0001741439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6458529,"threshold_uncertainty_score":0.7124654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1451735428577141,"score_gpt":0.4146050548410833,"score_spread":0.2694315119833693,"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."}}