{"id":"W2058411139","doi":"10.1289/ehp.02110s4527","title":"Assessing exposure to air toxics relative to asthma.","year":2002,"lang":"en","type":"review","venue":"Environmental Health Perspectives","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Health Effects Institute","keywords":"Environmental science; Indoor air quality; Particulates; Environmental health; Air quality index; Pollutant; Air pollution; Air pollutants; Asthma; Hazardous waste; Air purifier; Environmental engineering; Environmental protection; Waste management; Meteorology; Medicine; Geography; Chemistry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008540172,0.0009128843,0.001922735,0.0002372516,0.0009314918,0.00008495622,0.0006262065,0.0004496502,0.004779632],"category_scores_gemma":[0.0001281453,0.0008637868,0.000401115,0.0006886833,0.0002943188,0.0007756209,0.0007246063,0.001182189,0.01334968],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009251421,"about_ca_system_score_gemma":0.0001461392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002239018,"about_ca_topic_score_gemma":0.00007700446,"domain_scores_codex":[0.993683,0.0009916481,0.001214434,0.00164372,0.0009839346,0.001483274],"domain_scores_gemma":[0.9962544,0.0002835364,0.0005878179,0.0008600954,0.000003311453,0.002010833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009988629,0.000542963,0.00003246693,0.001402283,0.00003973392,0.0000170663,0.02235148,0.00009637344,6.990036e-7,0.0001142407,0.01316791,0.9622248],"study_design_scores_gemma":[0.0001719787,0.001268945,0.002229329,0.002822987,0.00004022076,0.00003982847,0.005746866,0.000005536085,4.649023e-7,0.0000521889,0.9868103,0.0008113013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002440242,0.9839157,0.001009584,0.005334181,0.0003036021,0.003594666,0.0002146969,0.0001351424,0.005248369],"genre_scores_gemma":[0.0005919376,0.9778652,0.0105347,0.00668523,0.0003424778,0.0002768958,0.00005013778,0.0001621154,0.003491271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9736425,"threshold_uncertainty_score":0.9993813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09993097406349662,"score_gpt":0.4120472419106766,"score_spread":0.31211626784718,"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."}}