{"id":"W4410868756","doi":"10.1016/j.cdnut.2025.106780","title":"Novel Insights Into Choline and Methyl Donor Nutrients: Mitigating Inflammation During Pregnancy","year":2025,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; Alberta Children's Hospital Foundation","keywords":"Choline; Nutrient; Inflammation; Pregnancy; Chemistry; Medicine; Biology; Biochemistry; Internal medicine; Ecology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000821907,0.0004854081,0.0005869863,0.0004858356,0.000198746,0.001120189,0.0004355731,0.0008341085,0.00229141],"category_scores_gemma":[0.001039236,0.0001656845,0.0003710024,0.000470999,0.0004958248,0.001015669,0.0005856407,0.001098225,0.0002265486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004535332,"about_ca_system_score_gemma":0.001428355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00154695,"about_ca_topic_score_gemma":0.003183049,"domain_scores_codex":[0.9997043,0.0001255255,0.00002795088,0.00004558039,0.0000434104,0.00005319627],"domain_scores_gemma":[0.9996248,0.000139895,0.0001039756,0.00001994562,0.00006051049,0.00005075136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0150798,0.001624139,0.01826947,0.01247582,0.0008435689,0.001098151,0.001085235,0.0003303854,0.1429204,0.009534348,0.003923119,0.7928155],"study_design_scores_gemma":[0.004055787,0.03659582,0.2276161,0.02040434,0.007524977,0.004754741,0.008794053,0.002249986,0.1698605,0.03639403,0.4814526,0.0002971015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1669354,0.8119578,0.002819291,0.00962506,0.0007633767,0.00007982358,0.0003287685,0.00002935585,0.007461071],"genre_scores_gemma":[0.3857215,0.5981038,0.007205204,0.003601718,0.0009905404,0.0001551959,0.0002040872,0.00001323538,0.00400478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00229141,"threshold_uncertainty_score":0.007665515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157973610627874,"score_gpt":0.302228774465945,"score_spread":0.2806490383596663,"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."}}