{"id":"W2004332516","doi":"10.1002/ajim.20066","title":"Working Group Report 4: Exposure assessment for biological agents","year":2004,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Limulus amebocyte lysate; Exposure assessment; Harmonization; Environmental science; Occupational exposure; Contamination; Waste management; Environmental health; Biotechnology; Engineering; Biology; Ecology","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":[0.05393737,0.004713877,0.002606748,0.007491047,0.002469068,0.003740161,0.01123106,0.01221153,0.004015286],"category_scores_gemma":[0.02318807,0.001424444,0.005468649,0.00259155,0.001634042,0.003080107,0.005748788,0.004266222,0.007217704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002996041,"about_ca_system_score_gemma":0.01548636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0126435,"about_ca_topic_score_gemma":0.006494183,"domain_scores_codex":[0.973726,0.008169902,0.003793284,0.001438116,0.01086914,0.00200349],"domain_scores_gemma":[0.9608882,0.008087867,0.005963249,0.002965107,0.0198226,0.002272905],"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":[0.001565014,0.003174948,0.03436585,0.01026241,0.0009390349,0.001511291,0.003224913,0.01502929,0.06024472,0.01160962,0.3289039,0.529169],"study_design_scores_gemma":[0.0002978914,0.00233613,0.01464487,0.004446728,0.0006521991,0.0007267853,0.001102841,0.002195955,0.02610067,0.005530259,0.9417648,0.0002008276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.06854322,0.1162426,0.3928595,0.06289363,0.02355965,0.04372862,0.03647858,0.006582588,0.2491116],"genre_scores_gemma":[0.1132141,0.08038668,0.4256248,0.02915028,0.01019408,0.05039889,0.09504049,0.002527103,0.1934636],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05393737,"threshold_uncertainty_score":0.2852514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07357933401829736,"score_gpt":0.3213649942223081,"score_spread":0.2477856602040107,"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."}}