{"id":"W2890791110","doi":"10.1093/annweh/wxy078","title":"Estimation and Validation of Flour Exposure in Bakeries in Alberta, Canada","year":2018,"lang":"en","type":"review","venue":"Annals of Work Exposures and Health","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental health; Exposure assessment; Medicine; Statistics; Sampling (signal processing); Epidemiology; Mathematics; Computer science","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":[0.03808119,0.0009905065,0.002749349,0.0184757,0.001010798,0.00349775,0.002960308,0.001016729,0.001715666],"category_scores_gemma":[0.08926947,0.0007590949,0.004213999,0.0199549,0.001559117,0.0009111029,0.001808835,0.0007059597,0.0002087059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01560484,"about_ca_system_score_gemma":0.06824133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8117493,"about_ca_topic_score_gemma":0.8471786,"domain_scores_codex":[0.9822466,0.004053989,0.003753022,0.00190759,0.007484387,0.0005544548],"domain_scores_gemma":[0.9070565,0.03877683,0.01247174,0.002590409,0.03811672,0.00098775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001339877,0.0001006966,0.3178206,0.3841085,0.02027956,0.001167816,0.004603981,0.002973197,0.001570395,0.001663566,0.007512253,0.2568595],"study_design_scores_gemma":[0.0005200777,0.0004890633,0.6446725,0.2510221,0.04991196,0.0008789607,0.002866734,0.002058295,0.001689444,0.0005685021,0.04513255,0.000189856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08799915,0.8860164,0.003057817,0.001322027,0.0003101577,0.0009978639,0.01391886,0.00009042852,0.006287288],"genre_scores_gemma":[0.6253951,0.3511773,0.009465801,0.0007087092,0.0001266567,0.0007908433,0.01126253,0.00004947729,0.001023603],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1882507,"threshold_uncertainty_score":0.3787186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09273674417763429,"score_gpt":0.3964767818211552,"score_spread":0.3037400376435209,"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."}}