{"id":"W2990912840","doi":"10.1289/isesisee.2018.s03.04.40","title":"Women at Work: How Exposed Are They?","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Demography; Disease; Epidemiology; Gerontology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001275816,0.0003475903,0.0006036843,0.001265011,0.001099817,0.002190966,0.0004942403,0.001275455,0.003993596],"category_scores_gemma":[0.007559642,0.0003633363,0.0004618457,0.001818081,0.0009192454,0.002526525,0.000959644,0.001274524,0.001368866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005154324,"about_ca_system_score_gemma":0.0007033545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231879,"about_ca_topic_score_gemma":0.009043975,"domain_scores_codex":[0.9986535,0.0003407652,0.0001161953,0.0002447376,0.000347462,0.0002972734],"domain_scores_gemma":[0.9982671,0.0003899696,0.0006866751,0.00007564473,0.0002667061,0.0003139678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001028846,0.00008085897,0.9252104,0.000320502,0.0001090606,0.0005571485,0.00545898,0.00004884991,0.0002901944,0.0004965743,0.006003805,0.06132064],"study_design_scores_gemma":[0.00001167377,0.0002395228,0.9235134,0.001810487,0.0001796353,0.003040958,0.04231512,0.0001295414,0.0001905107,0.002265288,0.02623829,0.00006563406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925905,0.05080142,0.001136292,0.03152705,0.001460453,0.00009149625,0.003378121,0.0000348099,0.01897995],"genre_scores_gemma":[0.9736917,0.01875285,0.0004233956,0.003532088,0.0004953611,0.00006010937,0.0007824622,0.00002018564,0.002241797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01231879,"threshold_uncertainty_score":0.02449417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05384387636485664,"score_gpt":0.2722585526664014,"score_spread":0.2184146763015447,"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."}}