{"id":"W1980042154","doi":"10.1111/1539-6924.00380","title":"Validation of Multimedia Models Assessing Exposure to PAHs—The SOLEX Study","year":2003,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Exposure assessment; Population; Pollutant; Environmental chemistry; Environmental health; Chemistry; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001614107,0.001377412,0.0007802879,0.0005889687,0.0003470147,0.000780079,0.001199197,0.001054537,0.001329785],"category_scores_gemma":[0.002333643,0.0003532762,0.001135486,0.000303971,0.0002615255,0.0006697553,0.0008166436,0.0005721887,0.0003095769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008900719,"about_ca_system_score_gemma":0.0007317401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01667573,"about_ca_topic_score_gemma":0.007480904,"domain_scores_codex":[0.9994968,0.0001899979,0.00003225219,0.0001419076,0.00009978432,0.00003924494],"domain_scores_gemma":[0.9982678,0.001095066,0.0001396785,0.0001777088,0.0002524785,0.00006716564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009300121,0.0008854739,0.04046372,0.000193568,0.0002178387,0.0002431898,0.00012275,0.9285026,0.01110748,0.0004621358,0.0005106364,0.01636058],"study_design_scores_gemma":[0.00008972844,0.001121938,0.0119463,0.00002124395,0.00005739664,0.00004717128,0.00008381513,0.9767411,0.008893412,0.0002862919,0.0006843911,0.00002719766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916739,0.00009262988,0.005659766,0.00004801488,0.0000144912,0.00008005316,0.0008043994,0.0001470821,0.001479571],"genre_scores_gemma":[0.9917328,0.0001299913,0.005513615,0.00002537592,0.000009060723,0.0001021908,0.001406441,0.00003225265,0.001048145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01667573,"threshold_uncertainty_score":0.03315729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0541812791230614,"score_gpt":0.3425877925939086,"score_spread":0.2884065134708472,"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."}}