{"id":"W4212833589","doi":"10.1016/j.scitotenv.2022.153900","title":"The association between blood PFAS concentrations and clinical biochemical measures of organ function and metabolism in participants of the Canadian Health Measures Survey (CHMS)","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Health Canada","funders":"Government of Canada","keywords":"Perfluorooctanoic acid; Perfluorooctane; Internal medicine; Metabolism; Liver function; Endocrinology; Physiology; Chemistry; Medicine; Biology; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.007613999,0.00007870493,0.0001631261,0.00002079645,0.0009808406,0.00002129824,0.000602545,0.00003052613,0.00005365966],"category_scores_gemma":[0.0004257297,0.00004017068,0.00004471579,0.0004194577,0.002375856,0.00007285808,0.0004936681,0.0002537228,0.000001114997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635872,"about_ca_system_score_gemma":0.0002243469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05208138,"about_ca_topic_score_gemma":0.03487115,"domain_scores_codex":[0.9968526,0.0009637851,0.0003750946,0.000208917,0.00123928,0.0003602874],"domain_scores_gemma":[0.9989418,0.0003010786,0.000266019,0.0003538045,0.00001025736,0.0001270687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002817183,0.00009381496,0.9679856,0.000002387241,0.00004056747,4.835096e-8,0.001120681,0.003021142,0.02301372,0.0001068192,0.0001263909,0.004460698],"study_design_scores_gemma":[0.0002128527,0.00005309799,0.9921268,0.000003869455,0.000029962,5.879344e-7,0.0001952044,0.0002086301,0.006787335,0.0001943727,0.0001440633,0.00004321853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959308,0.001274563,0.000001333396,0.002183681,0.0001096084,0.0003316494,0.00008113802,0.00000128937,0.00008591966],"genre_scores_gemma":[0.9995592,0.0002973613,0.000006856296,0.00002789778,0.00001163603,0.00001007672,0.000001138377,0.00000363716,0.0000822604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02414125,"threshold_uncertainty_score":0.9827399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06193639084538287,"score_gpt":0.2960185419697663,"score_spread":0.2340821511243835,"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."}}