{"id":"W2592670935","doi":"10.3389/fpubh.2017.00035","title":"Inadequate Utilization of Prenatal Care Services, Socioeconomic Status, and Educational Attainment Are Associated with Low Birth Weight in Zimbabwe","year":2017,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"UNICEF","keywords":"Low birth weight; Medicine; Socioeconomic status; Odds; Prenatal care; Logistic regression; Odds ratio; Pregnancy; Demography; Cross-sectional study; Environmental health; Rural area; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003555,0.0001355411,0.0004089009,0.0001984588,0.0001513246,0.00003730781,0.0001259461,0.00009049116,0.00002277131],"category_scores_gemma":[0.00004111844,0.0001180131,0.0000195939,0.00007974953,0.00009840807,0.0002307275,0.00005065759,0.000195245,0.000001368837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215822,"about_ca_system_score_gemma":0.001411579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002250044,"about_ca_topic_score_gemma":0.002856357,"domain_scores_codex":[0.9985811,0.00008976254,0.000391822,0.0002702526,0.000206535,0.0004605707],"domain_scores_gemma":[0.9988504,0.00001373922,0.0004966132,0.0002427162,0.0000981569,0.0002983749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007814611,0.0001793995,0.9872271,0.001423189,0.00002738534,0.000002880272,0.002106158,0.000004509054,1.518019e-7,0.0003883495,0.0005151125,0.008047653],"study_design_scores_gemma":[0.002781559,0.0001817033,0.990502,0.000859502,0.00000490519,0.000002760169,0.0025481,0.0003452399,0.000004520999,0.0003100566,0.002366914,0.00009271051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812626,0.001415323,0.0000299899,0.01602613,0.0002618812,0.0004978834,0.0001396632,0.00001175401,0.0003547635],"genre_scores_gemma":[0.9968933,0.001122705,0.0004463095,0.00107375,0.00004938031,0.00001964371,0.0002810669,0.00001488456,0.0000989626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01563068,"threshold_uncertainty_score":0.4812436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369962931853879,"score_gpt":0.2763974846612707,"score_spread":0.2626978553427319,"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."}}