{"id":"W2103125599","doi":"10.1093/aje/153.12.1227","title":"Comparison of Assessment Methods for Pesticide Exposure in a Case-Control Interview Study","year":2001,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Environmental health; Pesticide; Exposure assessment; Medicine; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01707626,0.000140766,0.002111774,0.0005360571,0.00003366338,0.000002836728,0.0001473781,0.00005505336,0.00008796651],"category_scores_gemma":[0.01133053,0.0001023249,0.0002530859,0.0004748696,0.00030972,0.00006055293,0.00003102803,0.0006260305,0.00000104618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878527,"about_ca_system_score_gemma":0.0002161892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002881114,"about_ca_topic_score_gemma":0.0001022715,"domain_scores_codex":[0.9900599,0.007264581,0.002024699,0.000189057,0.0001154402,0.000346367],"domain_scores_gemma":[0.9880656,0.009759816,0.001266675,0.0002738509,0.0004492135,0.0001848499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004926549,0.0007573758,0.7326134,0.00002538161,0.0002372257,0.0003137524,0.0001697643,0.0004261905,0.0005599912,0.00004649007,0.0001086397,0.2642491],"study_design_scores_gemma":[0.004898477,0.05203978,0.922267,0.0001600735,0.0003640793,0.006015652,0.005185506,0.005503742,0.00006197122,0.0003855937,0.00299722,0.0001208575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6775272,0.00110378,0.3194634,0.001205197,0.00009008124,0.000528449,0.000001455083,0.000003776969,0.00007665138],"genre_scores_gemma":[0.9160155,0.00006402433,0.08312222,0.0006227952,0.0001019418,0.00004508409,4.787687e-7,0.00001450233,0.00001345351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641282,"threshold_uncertainty_score":0.9969975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2677486294217217,"score_gpt":0.6063707979087868,"score_spread":0.3386221684870651,"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."}}