{"id":"W2032532253","doi":"10.1016/j.yrtph.2007.02.001","title":"Evaluation of the health impact of lowering the formaldehyde occupational exposure limit for Quebec workers","year":2007,"lang":"en","type":"article","venue":"Regulatory Toxicology and Pharmacology","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Occupational exposure limit; Irritation; Formaldehyde; Medicine; Toxicology; Maximum Allowable Concentration; Occupational exposure; Nose; Environmental health; Eye irritation; Surgery; Chemistry; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002977161,0.0001052568,0.0002531555,0.00007815029,0.000144673,0.000001666017,0.00008543495,0.0001338468,0.0001733562],"category_scores_gemma":[0.00008670865,0.00006240956,0.000160211,0.0001375943,0.0003033375,0.00004916127,0.00003152538,0.0001425054,4.533588e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634608,"about_ca_system_score_gemma":0.00132501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006641333,"about_ca_topic_score_gemma":0.0003524788,"domain_scores_codex":[0.9987739,0.000188014,0.0004020308,0.0001382622,0.0002757947,0.0002220431],"domain_scores_gemma":[0.9986877,0.00043474,0.0003208447,0.0001361425,0.0003505701,0.00007003536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006504909,0.0006269927,0.7152436,0.000252531,0.001069082,0.000001458939,0.001373727,0.002362798,0.1618033,0.002065782,0.01240364,0.0962922],"study_design_scores_gemma":[0.002513136,0.001057266,0.9648111,0.00002456762,0.0002673363,0.00002896455,0.00008647453,0.0006603275,0.02941159,0.0001910961,0.0008944375,0.00005364675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957942,0.001030626,0.0003736758,0.001263837,0.0004255728,0.0009482717,0.00001983826,0.000007165376,0.0001367674],"genre_scores_gemma":[0.9987746,0.00001184361,0.0001102636,0.000732214,0.0002093787,0.00003429053,0.00001415188,0.000008291836,0.0001048953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2495676,"threshold_uncertainty_score":0.2544988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04640538261436746,"score_gpt":0.4030642957393089,"score_spread":0.3566589131249415,"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."}}