{"id":"W2169330596","doi":"","title":"Identifying women who might benefit from higher doses of folic acid in pregnancy.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Folic acid; Medicine; Pregnancy; Neural tube; First trimester; Malabsorption; Neural tube defect; Folic acid supplementation; Obstetrics; Gestation; Endocrinology; Internal medicine; Fetus","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":[0.0002410442,0.0001044222,0.0002948372,0.0001986034,0.00002063399,0.00001417339,0.000119191,0.00009368952,0.0004020161],"category_scores_gemma":[0.00006233065,0.00008462048,0.00005453959,0.0002957915,0.00004199577,0.0002278451,0.00008517106,0.0001635219,0.00004287045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315121,"about_ca_system_score_gemma":0.00001732551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003562778,"about_ca_topic_score_gemma":0.00005092387,"domain_scores_codex":[0.9985511,0.00002808569,0.0002397138,0.0001665072,0.0003302492,0.0006843903],"domain_scores_gemma":[0.9993432,0.00005093369,0.00005059821,0.000279461,0.0000403753,0.0002354575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002140962,0.0004678161,0.8132641,0.0002418869,0.0001805232,0.00003589912,0.003092512,2.067084e-7,0.008956539,0.0001773193,0.0006795293,0.1726896],"study_design_scores_gemma":[0.001203571,0.0000241066,0.9687625,0.0001441707,0.0000202355,0.00000191536,0.00009909661,0.000001727324,0.02578659,0.0001875891,0.003686017,0.00008247966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865536,0.006929311,0.000001855851,0.000216731,0.0001784422,0.0005067319,0.00001214876,0.00002097033,0.005580211],"genre_scores_gemma":[0.9900267,0.0002352005,0.00005122631,0.0000704382,0.0001935145,0.0007506947,0.00001322265,0.00002024658,0.008638801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1726071,"threshold_uncertainty_score":0.4401794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05811652710071163,"score_gpt":0.2918948709552235,"score_spread":0.2337783438545118,"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."}}