{"id":"W3110147502","doi":"10.1097/ogx.0000000000000836","title":"Nutrition in Pregnancy: A Comparative Review of Major Guidelines","year":2020,"lang":"en","type":"review","venue":"Obstetrical & Gynecological Survey","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nice; Pregnancy; Excellence; Family medicine; Micronutrient; Folic acid; Folic acid supplementation; Clinical nutrition; Government (linguistics); Obstetrics and gynaecology; Pediatrics; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000727454,0.0003917353,0.003874119,0.0003143591,0.00002449942,0.00001347724,0.000313446,0.0002934975,0.0008267982],"category_scores_gemma":[0.03702047,0.0002583144,0.0005739377,0.002701495,0.0001095098,0.00004272597,0.0002402929,0.0006670646,0.0002417659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310777,"about_ca_system_score_gemma":0.0003412327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004060773,"about_ca_topic_score_gemma":0.00002003232,"domain_scores_codex":[0.9950548,0.001448507,0.00167177,0.0006166637,0.0007747895,0.0004334807],"domain_scores_gemma":[0.9916567,0.006598318,0.0004140146,0.0002939739,0.0006917184,0.0003452793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002563098,0.0009996431,0.000218682,0.2488837,0.0001679727,0.0002267072,0.000003445509,1.179264e-7,1.439562e-7,0.0001342683,0.0160728,0.7332669],"study_design_scores_gemma":[0.0006766948,0.000682867,0.008603748,0.1523184,0.0002667261,0.000003290509,0.000003908902,0.00001118217,2.253489e-7,0.00004046153,0.837193,0.000199561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002478084,0.9933887,0.00002226589,0.0004646759,0.00009003675,0.004456255,0.000270285,0.00002994127,0.001275382],"genre_scores_gemma":[0.00003070991,0.9951303,0.00127531,0.0004544813,0.00003834687,0.0008149697,0.001913619,0.00001993976,0.00032232],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8211201,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3528649854644151,"score_gpt":0.4809430724651312,"score_spread":0.1280780870007161,"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."}}