{"id":"W3098896075","doi":"10.1080/15459624.2020.1834111","title":"On-site comparison of the OSHA 47, Asset EZ4-NCO, Iso-Chek, DAN, and CIP10 methods for measuring methylene diphenyl diisocyanate (MDI) at an oriented-strand board (OSB) factory","year":2020,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Polyurethane; Chemistry; Isocyanate; Toxicology; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009094826,0.0005623582,0.0003463003,0.0006799012,0.0002496666,0.0005544455,0.000365331,0.000543109,0.0006356318],"category_scores_gemma":[0.0008847864,0.0002476984,0.0003941878,0.0004047843,0.0003194301,0.0002133433,0.000509332,0.0002878148,0.0003773941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003155533,"about_ca_system_score_gemma":0.0003142471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003433498,"about_ca_topic_score_gemma":0.007325898,"domain_scores_codex":[0.9984163,0.0002641804,0.00007994835,0.0004537448,0.000655351,0.0001304941],"domain_scores_gemma":[0.9991491,0.0001653975,0.0001984954,0.00008777581,0.0003342527,0.00006500309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009311709,0.0001828096,0.03843161,0.0001570946,0.0001210415,0.00007890951,0.000220505,0.0004589549,0.9458133,0.00004778346,0.00007861275,0.01347808],"study_design_scores_gemma":[0.00003452415,0.003254941,0.3263485,0.00002277179,0.0003447838,0.0002899789,0.0004596991,0.003653301,0.6627156,0.00003753964,0.002789276,0.00004908444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952791,0.0002606481,0.003544633,0.00001025189,0.00001691807,0.00003537935,0.0002015012,0.00002166875,0.0006298721],"genre_scores_gemma":[0.9855113,0.0005432364,0.01072533,0.00003279301,0.00001202421,0.00009179764,0.0007644087,0.00004184988,0.00227729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003433498,"threshold_uncertainty_score":0.006826997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05813185389292871,"score_gpt":0.3513128132287045,"score_spread":0.2931809593357758,"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."}}