{"id":"W7117698993","doi":"10.3390/genes17010042","title":"Evaluation of Choline Metabolic Genes in the Liver of the Dam as Candidates for Mediating Choline’s Efficacy in Mitigating Ethanol-Induced Cell Death in the Neural Tube: A Preliminary Analysis","year":2025,"lang":"en","type":"article","venue":"Genes","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Choline; Gene; Fetus; Candidate gene; Programmed cell death; Metabolism; Embryonic stem cell","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004168494,0.0001712506,0.0004538269,0.0003462455,0.00005256674,0.00001203659,0.0003963253,0.00009535023,0.00000454758],"category_scores_gemma":[0.002019186,0.00009355912,0.0001764328,0.001886346,0.00004836701,0.00007221831,0.00007459477,0.0002412528,3.517198e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005237736,"about_ca_system_score_gemma":0.0002103045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009938037,"about_ca_topic_score_gemma":0.001934891,"domain_scores_codex":[0.9971754,0.001055805,0.0005807807,0.0002678055,0.0006733579,0.0002468757],"domain_scores_gemma":[0.9976135,0.001418477,0.0002538333,0.000498803,0.0001958749,0.00001954555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004483166,0.0007540201,0.4429581,0.0004877757,0.0003915623,0.00001222446,0.02242777,0.01672915,0.4120542,0.00005484285,0.00001512615,0.103667],"study_design_scores_gemma":[0.002124115,0.00009800699,0.6568202,0.0001429787,0.00108866,0.000002496445,0.0007559832,0.06798765,0.2708526,0.00005519428,0.000005499709,0.00006662112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836971,0.01364084,0.0000119478,0.000565164,0.00009776285,0.001876934,0.00001359793,0.000006826438,0.00008982511],"genre_scores_gemma":[0.9989201,0.0001698649,0.0002197982,0.0002241356,0.00009286727,0.0003155943,0.00003811655,0.00001134114,0.000008214646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2138622,"threshold_uncertainty_score":0.381523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492747219827171,"score_gpt":0.331420607759938,"score_spread":0.2964931355616663,"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."}}