{"id":"W4417010110","doi":"10.1021/acs.est.5c12605","title":"Introducing Eyewear Lenses as Passive Samplers for Assessing Inhalation Exposure to Airborne Chemicals","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Eyewear; Inhalation exposure; Lens (geology); Polydimethylsiloxane; Exposure assessment; Polycarbonate","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00108144,0.000901652,0.0004412163,0.0006665448,0.0002916583,0.001070838,0.0006288607,0.000921212,0.001124531],"category_scores_gemma":[0.001375664,0.0005057814,0.0006549194,0.0003631025,0.0004736216,0.0009437227,0.0008013104,0.0006303993,0.0005592252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004029546,"about_ca_system_score_gemma":0.0004763349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001414497,"about_ca_topic_score_gemma":0.003382454,"domain_scores_codex":[0.9985495,0.0002700143,0.00007961782,0.0003597041,0.0006391907,0.0001019102],"domain_scores_gemma":[0.9988909,0.0003704292,0.000269737,0.00009712968,0.0003121401,0.00005970728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007818983,0.00005232264,0.004488489,0.0002853766,0.0000484204,0.00004731006,0.00006330544,0.0002442646,0.9826227,0.0001008351,0.0001498138,0.01181894],"study_design_scores_gemma":[0.00001035069,0.0007178062,0.009781216,0.00003810459,0.00008680031,0.0002008142,0.00009585715,0.002753698,0.9807339,0.000123427,0.005414065,0.00004399006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7461783,0.009947453,0.2346334,0.0005509906,0.0003063911,0.001028149,0.00218812,0.0007937077,0.00437356],"genre_scores_gemma":[0.7456651,0.007951139,0.2370949,0.000769729,0.0001343832,0.0005703986,0.001429648,0.0001369964,0.006247706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001414497,"threshold_uncertainty_score":0.005719244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006709600762384853,"score_gpt":0.260004538093635,"score_spread":0.2532949373312501,"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."}}