{"id":"W4401165459","doi":"10.1289/isee.2024.0079","title":"Gestational environmental chemical mixtures, folate, and child autistic behaviors in a Canadian pregnancy and birth cohort","year":2024,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Health Canada; Centre hospitalier universitaire de Québec; Simon Fraser University","funders":"","keywords":"Pregnancy; Cohort; Obstetrics; Cohort study; Medicine; Gestation; Biology; Genetics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005626847,0.0001186005,0.0001450692,0.000148656,0.00003904513,0.00006170043,0.0000296215,0.00009858149,0.000220777],"category_scores_gemma":[0.00003205338,0.0001160281,0.00001800672,0.00005151379,0.0001083235,0.00008132168,0.00001348999,0.0002473462,0.00001640623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000812989,"about_ca_system_score_gemma":0.000127642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007158733,"about_ca_topic_score_gemma":0.006008995,"domain_scores_codex":[0.999216,0.000006478458,0.00016793,0.0002693585,0.000128303,0.0002119936],"domain_scores_gemma":[0.9995981,0.00003270813,0.00001692661,0.0000696936,0.000007930673,0.000274625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001702452,0.0007177526,0.9071748,0.001402248,0.0001795449,0.005267994,0.005973538,0.00001220877,0.03627247,0.007613707,0.001757401,0.03345809],"study_design_scores_gemma":[0.0005212429,0.00005315577,0.9947543,0.001294896,0.00004105702,0.0003484929,0.00005172838,0.00006519111,0.0004932645,0.0002569917,0.001994419,0.0001252703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927087,0.003184678,0.000001482605,0.001569701,0.00006361668,0.0002711414,0.0001080016,0.0000343562,0.002058257],"genre_scores_gemma":[0.9985765,0.0007880842,0.00007588147,0.0001448437,0.00004070771,0.00001693178,0.0001545466,0.00001269303,0.0001897726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08757949,"threshold_uncertainty_score":0.9994527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164740705106284,"score_gpt":0.2506621634406719,"score_spread":0.239014756389609,"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."}}