{"id":"W4205723500","doi":"10.1002/rem.21706","title":"PFAS Experts Symposium 2: PFAS Toxicology and Risk Assessment in 2021—Contemporary issues in human and ecological risk assessment of PFAS","year":2022,"lang":"en","type":"article","venue":"Remediation Journal","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Risk assessment; Human health; Environmental health; Environmental planning; Risk analysis (engineering); Environmental science; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02115944,0.001567884,0.00102098,0.002071816,0.003241542,0.00717607,0.002442635,0.0199416,0.008172404],"category_scores_gemma":[0.01072279,0.0006534047,0.001704408,0.001450453,0.002152905,0.004255979,0.00353597,0.0103802,0.002782342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004692429,"about_ca_system_score_gemma":0.01598748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008974735,"about_ca_topic_score_gemma":0.01252006,"domain_scores_codex":[0.9928388,0.001887343,0.0004641988,0.0005020181,0.003430522,0.0008771564],"domain_scores_gemma":[0.9896975,0.002274567,0.0008902341,0.0002833823,0.005372295,0.001481974],"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":[0.0002324185,0.0002583008,0.001187503,0.000677008,0.0000448964,0.0008775571,0.0006920549,0.001764065,0.007414055,0.01945446,0.890951,0.07644661],"study_design_scores_gemma":[0.00001547528,0.0001295872,0.000852097,0.0006434456,0.00002164009,0.0002303313,0.0004894105,0.0002961658,0.001903878,0.006013498,0.9893539,0.00005052459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008212882,0.1012692,0.007294643,0.7419248,0.08898958,0.0004426603,0.001077021,0.0002086255,0.05058059],"genre_scores_gemma":[0.1165907,0.1566171,0.02624857,0.3217449,0.1150724,0.0009110939,0.003081321,0.0006094541,0.2591246],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02115944,"threshold_uncertainty_score":0.1119031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208270417975249,"score_gpt":0.3405047456043962,"score_spread":0.3184220414246437,"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."}}