{"id":"W2891876065","doi":"10.1289/ehp4158","title":"Zürich Statement on Future Actions on Per- and Polyfluoroalkyl Substances (PFASs)","year":2018,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Environment and Climate Change Canada","funders":"Wageningen University and Research; Bundesamt für Umwelt; Centers for Disease Control and Prevention; Miljødirektoratet; Norwegian Institute of Public Health; Eidgenössische Technische Hochschule Zürich; Environment and Climate Change Canada; Örebro Universitet","keywords":"Perfluorooctanoic acid; Biomonitoring; Environmental chemistry; Environmental health; Exposome; Environmental planning; Chemistry; Environmental protection; Business; Environmental science; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003654639,0.000355328,0.0002750542,0.0001018839,0.001118442,0.00005639767,0.0002707034,0.00009799383,0.0090254],"category_scores_gemma":[0.00000852322,0.0003095407,0.00007206472,0.0001993575,0.001058295,0.0003038024,0.0001447156,0.000434719,0.002302618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001843121,"about_ca_system_score_gemma":0.00003068164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003264748,"about_ca_topic_score_gemma":0.0005629102,"domain_scores_codex":[0.9968158,0.0002266151,0.0003223112,0.0009245657,0.0008641981,0.0008465163],"domain_scores_gemma":[0.9988508,0.0000826586,0.0001297686,0.0004474639,0.000003913993,0.0004854193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001460588,0.004306123,0.1074418,0.00006154865,0.0001463213,0.00003413361,0.09353623,0.00009888544,0.01740309,0.003701185,0.04682623,0.7249839],"study_design_scores_gemma":[0.001117564,0.00461924,0.5437148,0.00004356705,0.000009338925,0.00001810669,0.0491019,0.0001377429,0.003152007,0.0002930646,0.3971675,0.000625152],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603711,0.009424637,0.00003157796,0.006368644,0.0003077615,0.0006026961,0.0001088588,0.00007209756,0.02271265],"genre_scores_gemma":[0.9879149,0.007147078,0.000451232,0.001107943,0.0005369876,0.00006828539,0.00001681131,0.00003888048,0.002717884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7243587,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214165900460749,"score_gpt":0.3304801450746567,"score_spread":0.3083384860700492,"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."}}