{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005159673,0.0002630933,0.0003863819,0.0007366802,0.0007373938,0.0003863185,0.0002590518,0.002744439,0.005765547],"category_scores_gemma":[0.004537984,0.0001393936,0.0003401554,0.0005085766,0.0002550091,0.0006781064,0.000329174,0.0006151358,0.001590613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350216,"about_ca_system_score_gemma":0.000569117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005270198,"about_ca_topic_score_gemma":0.005921024,"domain_scores_codex":[0.9997299,0.00007470447,0.00004824751,0.0000305918,0.00004294178,0.00007359014],"domain_scores_gemma":[0.9993201,0.0002273829,0.0001830531,0.00001649923,0.000101126,0.0001517515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001220169,0.0003805329,0.7421437,0.0006936266,0.00005791943,0.00795822,0.001085071,0.0001243729,0.002922198,0.0003636072,0.09383953,0.149211],"study_design_scores_gemma":[0.0005567643,0.002294593,0.8350511,0.002791567,0.0004844602,0.04741104,0.01011645,0.0007076159,0.003018201,0.003307291,0.09411629,0.0001447294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6162626,0.03012584,0.001095811,0.3131228,0.00223142,0.0005803786,0.004597304,0.0002353803,0.03174861],"genre_scores_gemma":[0.8769303,0.02467338,0.007168382,0.07586251,0.002191117,0.0004974733,0.001813429,0.00005223072,0.01081126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005765547,"threshold_uncertainty_score":0.01928771,"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."}}