{"id":"W4417283211","doi":"10.14745/ccdr.v51i101112a04","title":"Surveillance of laboratory exposures to human pathogens and toxins, Canada, 2024","year":2025,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Personal protective equipment; Human health; Occupational exposure; Qualitative analysis; Disease transmission","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001007132,0.0004846846,0.0002252859,0.00317309,0.001588567,0.0009838997,0.001175436,0.0002146095,0.00190078],"category_scores_gemma":[0.002497486,0.0002490895,0.0003056693,0.004095769,0.0003970626,0.0003215598,0.0008667512,0.0003913413,0.0003200898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03331312,"about_ca_system_score_gemma":0.04875842,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9897001,"about_ca_topic_score_gemma":0.9924044,"domain_scores_codex":[0.9988219,0.00005293018,0.00008009808,0.00009655445,0.0007326052,0.0002158747],"domain_scores_gemma":[0.9943282,0.0001205668,0.0009112879,0.00004658007,0.003908881,0.000684521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002064694,0.00005155178,0.9670793,0.0003881864,0.00004654749,0.0001691276,0.000763156,0.0005466725,0.00131989,0.00009561824,0.008111913,0.02122152],"study_design_scores_gemma":[0.000006108444,0.00006408475,0.9912778,0.00009521094,0.00001646005,0.000085482,0.001045125,0.0004579064,0.0005688909,0.0000199505,0.006352871,0.0000101437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909072,0.00393308,0.001985308,0.001160703,0.00008205831,0.0007099425,0.0843013,0.0003345711,0.01658585],"genre_scores_gemma":[0.9601672,0.002430522,0.003463009,0.0004547512,0.00002087321,0.0001994318,0.02570204,0.00002711819,0.007535122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03331312,"threshold_uncertainty_score":0.2417048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006147048625730965,"score_gpt":0.2479898664064285,"score_spread":0.2418428177806976,"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."}}