{"id":"W3171849388","doi":"10.1186/s12884-021-03848-9","title":"Magnitude and determinants of neural tube defect in Africa: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMC Pregnancy and Childbirth","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Meta-analysis; CINAHL; Neural tube; Study heterogeneity; Reproductive medicine; MEDLINE; Confidence interval; Random effects model; Demography; Pregnancy; Pediatrics; Internal medicine; Psychiatry; Psychological intervention","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01247034,0.002567168,0.01911072,0.007464952,0.0007600493,0.003520378,0.001938216,0.00225103,0.003780782],"category_scores_gemma":[0.02787193,0.001616952,0.03731703,0.008398578,0.0006882548,0.001836236,0.001642429,0.001816795,0.0002337956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002400036,"about_ca_system_score_gemma":0.004417961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007940477,"about_ca_topic_score_gemma":0.01548992,"domain_scores_codex":[0.9916154,0.00360375,0.002578468,0.0009451421,0.0009128742,0.0003443845],"domain_scores_gemma":[0.983488,0.01204941,0.002623283,0.0004100067,0.001223958,0.0002053008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001199422,0.00002880523,0.006583119,0.4924577,0.4886957,0.0001527066,0.00009736083,0.0004495831,0.0001474768,0.0001453578,0.000491745,0.009550893],"study_design_scores_gemma":[0.0003720318,0.0001512912,0.005714465,0.039196,0.9526432,0.0001187567,0.00006636251,0.0001896115,0.00007903286,0.00016577,0.001280366,0.00002315234],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004807871,0.9935443,0.0003826947,0.0001592664,0.0001042958,0.000277929,0.0005354476,0.0000153407,0.0001728601],"genre_scores_gemma":[0.1684678,0.8260403,0.002207593,0.0005906041,0.0002298932,0.001352865,0.0008199899,0.00002285489,0.0002681346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9808893,"threshold_uncertainty_score":0.06595021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346337052828911,"score_gpt":0.3770219484866019,"score_spread":0.2423882432037109,"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."}}