{"id":"W4414977335","doi":"10.53941/eccs.2025.100005","title":"Relative Contribution of Dermal Contact with Indoor Dust to Overall Human Exposure to Perfluoroalkyl Substances","year":2025,"lang":"en","type":"article","venue":"Environmental Contamination Causes and Solutions","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Bioavailability; Ingestion; Cohort; Exposure assessment; Inhalation exposure; Road dust","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002130226,0.0001909517,0.0002296604,0.0001169157,0.0005286138,0.00003741278,0.0001515944,0.00008761139,0.000674232],"category_scores_gemma":[0.00003122706,0.0001735441,0.00004623715,0.0002612953,0.0002516082,0.0004179091,0.0001660579,0.0001586272,0.00005208183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004499129,"about_ca_system_score_gemma":0.00001786854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002934975,"about_ca_topic_score_gemma":0.001918046,"domain_scores_codex":[0.9984614,0.0001031562,0.000289739,0.0003838442,0.0003890579,0.0003728598],"domain_scores_gemma":[0.9994269,0.00009201372,0.00007990465,0.0001999714,0.00001524251,0.0001859444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000239335,0.0003106713,0.7213588,0.00001282774,0.00008807887,0.000009232406,0.002357605,0.0004459501,0.244394,0.01157029,0.0009805935,0.01823261],"study_design_scores_gemma":[0.001032722,0.0007429204,0.9775205,0.00005309495,0.00003683255,0.000003725547,0.0007503374,0.00008870613,0.00889631,0.0001222403,0.01053908,0.00021357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910072,0.001666967,0.003408402,0.0006870739,0.00004847954,0.0006990442,0.0001236031,0.00002155838,0.002337673],"genre_scores_gemma":[0.997093,0.0001264679,0.0002068129,0.0002816086,0.00001564003,0.0001089282,0.00006219345,0.00001034234,0.002094987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2561616,"threshold_uncertainty_score":0.7382368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196952297782636,"score_gpt":0.2604851139018171,"score_spread":0.2485155909239907,"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."}}