{"id":"W4400378243","doi":"10.6133/apjcn.202409_33(3).0002","title":"Impact of dietary inflammatory index on gestational diabetes mellitus in normal and overweight women: a systematic review and meta-analysis of observational studies.","year":2024,"lang":"en","type":"review","venue":"PubMed","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fujian Medical University","keywords":"Observational study; Overweight; Gestational diabetes; Medicine; Meta-analysis; Diabetes mellitus; Body mass index; Obesity; Index (typography); Obstetrics; Internal medicine; Pregnancy; Endocrinology; Gestation; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01721187,0.002628749,0.01964943,0.008881717,0.0006884407,0.003151673,0.002086336,0.002261359,0.002168177],"category_scores_gemma":[0.04093708,0.00154917,0.03381202,0.01001361,0.0007601474,0.001658271,0.001726341,0.001639071,0.0001951548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002657737,"about_ca_system_score_gemma":0.005595996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007203063,"about_ca_topic_score_gemma":0.01699433,"domain_scores_codex":[0.9882743,0.004758104,0.004314209,0.001048573,0.001284088,0.0003206035],"domain_scores_gemma":[0.9738833,0.01809927,0.005306259,0.0007609659,0.001654435,0.0002956865],"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":[0.00131711,0.00002922502,0.005203953,0.5508243,0.4315595,0.0001067238,0.000101555,0.0002537317,0.000191791,0.00009277379,0.0003802752,0.009939062],"study_design_scores_gemma":[0.0003756772,0.0001761879,0.004953776,0.04605442,0.9466516,0.0001058441,0.00005595538,0.000104476,0.00008788782,0.0001203477,0.001292044,0.00002182957],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00299281,0.9957263,0.0003378278,0.0001202883,0.0001140327,0.0002556474,0.0003427192,0.00001203882,0.0000982047],"genre_scores_gemma":[0.1048497,0.8890781,0.002597554,0.0006736945,0.0002002777,0.001637175,0.0007684762,0.00002016999,0.0001748607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01964943,"threshold_uncertainty_score":0.09102613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1682562241927865,"score_gpt":0.3878856692917262,"score_spread":0.2196294450989398,"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."}}