{"id":"W4307177866","doi":"10.1021/acs.est.2c03734","title":"PFAS and Precursor Bioaccumulation in Freshwater Recreational Fish: Implications for Fish Advisories","year":2022,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Bioaccumulation; Perfluorooctane; Environmental chemistry; Perfluorooctanoic acid; Chemistry; Fish <Actinopterygii>; Contamination; Fishery; Biology; Ecology; Organic chemistry; Sulfonate","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003980109,0.0001141215,0.0001049857,0.0002725362,0.0008183227,0.00003056815,0.0005183081,0.00005980622,0.002006222],"category_scores_gemma":[0.0000378956,0.0001162667,0.00002845197,0.0008744159,0.001812177,0.0003850692,0.0007115926,0.0001813445,0.00002570943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006560232,"about_ca_system_score_gemma":0.00002144907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000633665,"about_ca_topic_score_gemma":0.0006037605,"domain_scores_codex":[0.9984565,0.00002941349,0.0001866821,0.0005404786,0.0003357267,0.0004512138],"domain_scores_gemma":[0.9995597,0.00004737833,0.00005677089,0.000257164,0.000002197003,0.00007681212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003563455,0.0001627962,0.7740725,0.000002128881,0.000003163087,0.000001139366,0.0004298298,0.001242513,0.136886,0.001215835,0.001157881,0.08479059],"study_design_scores_gemma":[0.000517402,0.0002575087,0.785709,0.00000290765,0.000004724698,0.00002480618,0.0005216215,0.002128004,0.01244306,0.008392823,0.1897478,0.000250302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920564,0.0002044981,0.00013845,0.005714746,0.00005304059,0.0005395852,0.0003171134,0.00004224781,0.0009339037],"genre_scores_gemma":[0.996962,0.00008825089,0.001366432,0.0002342921,0.00001040112,0.0006544484,0.00006712585,0.000009203717,0.0006079052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.18859,"threshold_uncertainty_score":0.9989061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723060302077209,"score_gpt":0.2771809076040357,"score_spread":0.2599503045832636,"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."}}