{"id":"W4416407658","doi":"10.3390/nu17223618","title":"Future Directions in Choline: From Neurodevelopment to Cardiometabolic Health","year":2025,"lang":"en","type":"article","venue":"Nutrients","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of North Carolina at Chapel Hill; National Institutes of Health; University of Toronto; Balchem; North Carolina State University; Universität des Saarlandes; Sanofi","keywords":"Choline; Psychosocial; Cognition; Intervention (counseling)","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":[0.004684185,0.0008269,0.001595008,0.001497047,0.001320604,0.003404317,0.001450644,0.00738092,0.008725198],"category_scores_gemma":[0.003660236,0.000282189,0.0007888257,0.001165199,0.004355065,0.007676553,0.003594964,0.01050314,0.002314786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002804677,"about_ca_system_score_gemma":0.006938872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003785785,"about_ca_topic_score_gemma":0.008361609,"domain_scores_codex":[0.9989543,0.0003732215,0.0001004098,0.0001828295,0.0002092876,0.0001800102],"domain_scores_gemma":[0.9950947,0.00217991,0.0003022462,0.0001639886,0.001219247,0.001039996],"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":[0.0006698249,0.0002878944,0.001918525,0.003630419,0.0001613365,0.0006022615,0.001021009,0.0004871466,0.004269098,0.06242896,0.2731257,0.6513979],"study_design_scores_gemma":[0.00006283247,0.0004597805,0.002337817,0.003692132,0.0001071329,0.0006746381,0.002573136,0.0003086435,0.001127303,0.1019121,0.8866515,0.00009299482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009150056,0.6723472,0.001064523,0.316106,0.00690372,0.000009743519,0.00008838341,0.00007178431,0.002493666],"genre_scores_gemma":[0.01192708,0.8934987,0.00289876,0.07249255,0.01336946,0.00004940941,0.0001164392,0.00003300555,0.005614626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008725198,"threshold_uncertainty_score":0.02918869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733723087831862,"score_gpt":0.3421157317439136,"score_spread":0.324778500865595,"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."}}