{"id":"W2969955140","doi":"10.1177/2380084419871932","title":"Resolving Questions About the Validity of the CDC’s Fluorosis Data","year":2019,"lang":"en","type":"letter","venue":"JDR Clinical & Translational Research","topic":"Fluoride Effects and Removal","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Centers for Disease Control and Prevention; U.S. Environmental Protection Agency","keywords":"Psychology; Computer science","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":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01199751,0.0002321819,0.0004078964,0.000053087,0.0006060787,0.00009720601,0.003786078,0.0007808786,0.00225358],"category_scores_gemma":[0.00310645,0.0001206214,0.0004149154,0.0005728854,0.00234251,0.0001939364,0.001251513,0.005794387,0.0008640322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008707269,"about_ca_system_score_gemma":0.0003419808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008322475,"about_ca_topic_score_gemma":0.0002738544,"domain_scores_codex":[0.9908079,0.003279483,0.0009281411,0.0009025902,0.003474952,0.000606918],"domain_scores_gemma":[0.9792897,0.01776007,0.0002019852,0.002570943,0.0001014319,0.00007587753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002403197,0.00007925004,0.01874019,0.00005516492,0.00004426441,0.000006811901,0.00004008978,0.0001585153,0.0001073306,0.0001078382,0.9737902,0.006846279],"study_design_scores_gemma":[0.0002045554,0.00006377206,0.2278291,0.000121552,0.00004262797,0.000003099012,0.000002610568,0.003073969,0.00001101866,0.001204343,0.7673126,0.000130691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006502369,0.000333673,0.0001861173,0.9767684,0.001661293,0.001624613,0.0008750111,0.00002628885,0.01202226],"genre_scores_gemma":[0.3185343,0.003215866,0.0108818,0.5185425,0.03871736,0.0003172664,0.003983915,0.0005925092,0.1052144],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4582259,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3785628071892593,"score_gpt":0.4806119794739712,"score_spread":0.1020491722847119,"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."}}