{"id":"W4406048419","doi":"10.14745/ccdr.v51i01a03","title":"Surveillance of laboratory exposures to human pathogens and toxins, Canada, 2023","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":"Human health; Environmental health; Medicine; Population; Toxicology; Biology","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":[0.0009107423,0.0005571789,0.0002467216,0.001980112,0.001604891,0.001032781,0.001163468,0.0002788106,0.002022106],"category_scores_gemma":[0.002044476,0.0002860667,0.0003671745,0.00364026,0.0004015289,0.0002772353,0.0006648891,0.0004771918,0.0003884194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03243101,"about_ca_system_score_gemma":0.05180703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921654,"about_ca_topic_score_gemma":0.9944443,"domain_scores_codex":[0.9988586,0.00004675585,0.00007553041,0.0001185432,0.0007221546,0.0001784357],"domain_scores_gemma":[0.9954293,0.00009919872,0.0007121963,0.00004764793,0.003128358,0.0005833029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002078157,0.00006443317,0.9460312,0.0004283111,0.00007304402,0.0002105323,0.0006362756,0.0007669991,0.001850177,0.0001462781,0.01144409,0.03814081],"study_design_scores_gemma":[0.000006963072,0.00004184702,0.9919905,0.00008869344,0.0000199068,0.0001019828,0.0006077628,0.0006592108,0.0006260374,0.00002403287,0.005821825,0.00001131968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8854204,0.007769505,0.00409414,0.001820168,0.00009143397,0.0006611502,0.079421,0.0005991473,0.02012309],"genre_scores_gemma":[0.967524,0.002997689,0.005022909,0.0006153561,0.00001775002,0.00011528,0.01631275,0.00005081861,0.007343474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03243101,"threshold_uncertainty_score":0.2353045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00647184174493811,"score_gpt":0.2482184869424455,"score_spread":0.2417466451975074,"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."}}