{"id":"W3095681602","doi":"10.1101/2020.10.31.20221374","title":"A Benchmark Dose Analysis for Maternal Pregnancy Urine-Fluoride and IQ in Children","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; York University","funders":"National Institutes of Health; National Institute of Environmental Health Sciences; Health Canada; Institut National de Santé Publique du Québec; McMaster University","keywords":"Cohort; Medicine; Pregnancy; Urine; Fluoride; Prospective cohort study; Cohort study; Intelligence quotient; Urinary system; Pediatrics; Population; Demography; Obstetrics; Environmental health; Internal medicine; Chemistry; Biology; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002644837,0.0003069345,0.0005029298,0.000117456,0.00006066691,0.00006909382,0.0004017993,0.0001785535,0.0005484279],"category_scores_gemma":[0.00005260976,0.0002532495,0.0002272331,0.0003277253,0.0001190982,0.0000691118,0.00103918,0.0003483654,0.00003703444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008557158,"about_ca_system_score_gemma":0.00001489243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434412,"about_ca_topic_score_gemma":0.0002741666,"domain_scores_codex":[0.9981212,0.00006630235,0.0003403933,0.0008404296,0.0002920269,0.0003396466],"domain_scores_gemma":[0.9992412,0.00005577116,0.0001421568,0.0003867642,0.000004979233,0.0001690706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002876013,0.00003674843,0.9916908,0.00007116926,0.0002062992,0.00002845362,0.0001197018,0.002382261,0.0007929372,0.00001567642,0.00007957324,0.00454766],"study_design_scores_gemma":[0.0004370715,0.00004896441,0.9904723,0.00009719549,0.0002554182,0.000006987377,0.000002170104,0.006613723,0.0007427691,0.0008537013,0.0001810908,0.0002886594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970402,0.0004403298,0.0004590605,0.0003103065,0.0001999753,0.0008759009,0.00006892802,0.00003579109,0.0005694729],"genre_scores_gemma":[0.99691,0.0001677837,0.002256404,0.00006616434,0.0001307235,0.0001128283,0.00006655614,0.00002710533,0.0002624394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004259,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005777549485998,"score_gpt":0.2342326002392238,"score_spread":0.2241748247443638,"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."}}