{"id":"W2162708954","doi":"10.1002/ajim.10297","title":"Exposure assessment in epidemiology: Does gender matter?","year":2003,"lang":"en","type":"review","venue":"American Journal of Industrial Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Exposure assessment; Epidemiology; Occupational exposure; Estimation; Gender bias; Environmental health; Psychology; Social psychology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00154109,0.0004342058,0.004163844,0.000545313,0.00002949383,0.000003354814,0.0001994127,0.0002498437,0.001515681],"category_scores_gemma":[0.000676439,0.0002226268,0.000494667,0.000476175,0.0006199416,0.000059437,0.00003380945,0.001583135,0.00002930107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005557751,"about_ca_system_score_gemma":0.0007812218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005385826,"about_ca_topic_score_gemma":8.981535e-7,"domain_scores_codex":[0.9957085,0.0009257526,0.002195277,0.000296799,0.0005141277,0.0003596067],"domain_scores_gemma":[0.9960769,0.0009733546,0.002151323,0.0002779146,0.0000550144,0.000465432],"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":[0.0001386601,0.0001926644,0.1887331,0.0004150339,0.0003639431,0.000230746,0.00002059156,0.000001460337,3.243295e-7,0.00001987235,0.005412609,0.804471],"study_design_scores_gemma":[0.003544577,0.00311034,0.02133279,0.03758705,0.00357573,0.001580537,0.0005918734,4.038698e-7,1.470484e-7,0.00007419373,0.9282458,0.0003564824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001641446,0.9941525,0.00002155853,0.001465745,0.001108937,0.0005061686,0.00002813157,0.000005653686,0.001069896],"genre_scores_gemma":[0.001976,0.9934605,0.0005439622,0.001389975,0.002384052,0.00001977348,0.00007340607,0.00004745073,0.0001048456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9228333,"threshold_uncertainty_score":0.999397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477540357961822,"score_gpt":0.421814745721065,"score_spread":0.2740607099248827,"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."}}