{"id":"W4391567641","doi":"10.1080/10408444.2023.2295338","title":"Systematic review of epidemiological and toxicological evidence on health effects of fluoride in drinking water","year":2024,"lang":"en","type":"review","venue":"Critical Reviews in Toxicology","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Carleton University; University of Ottawa","funders":"Health Canada; Resnick Sustainability Institute for Science, Energy and Sustainability, California Institute of Technology","keywords":"Fluoride; Environmental health; Medicine; Epidemiology; Dental health; Hygiene; Dental hygiene; Dentistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01054316,0.0006557343,0.009907468,0.0002030441,0.00003293186,0.00000962763,0.0006132223,0.0006336642,0.0002312003],"category_scores_gemma":[0.03743597,0.000315545,0.0007034713,0.0005617006,0.0008935869,0.00007217051,0.0007300234,0.001257302,0.0002792088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005507803,"about_ca_system_score_gemma":0.00006127662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001760313,"about_ca_topic_score_gemma":0.00002035087,"domain_scores_codex":[0.9866251,0.007140936,0.004051017,0.001034478,0.0003461363,0.0008023257],"domain_scores_gemma":[0.9850938,0.01357666,0.0004697987,0.0006271541,0.00001127553,0.0002213705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00000429831,0.0001659129,0.000007832086,0.9123167,0.00001489053,0.0001559838,0.00002261986,3.12177e-7,0.0000210441,0.001678139,0.0003853432,0.08522695],"study_design_scores_gemma":[0.00007691624,0.001104775,0.00001927169,0.9682791,0.0005749458,0.0001165889,0.000001435875,0.0000113469,0.00001500022,0.0008109241,0.02870489,0.0002847839],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000627433,0.992658,0.00001835149,0.0007793701,0.000454182,0.0058569,0.000002750724,0.00001495271,0.0001527243],"genre_scores_gemma":[0.0001930471,0.9967489,0.0004418403,0.001683368,0.00004208077,0.0008306816,0.000004384103,0.00002949,0.00002620772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08494216,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06753169558164106,"score_gpt":0.414348400787774,"score_spread":0.3468167052061329,"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."}}