{"id":"W4387008851","doi":"10.14745/ccdr.v49i09a06","title":"Surveillance of laboratory exposures to human pathogens and toxins, Canada, 2022","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Incident report; Laboratory safety; Environmental health; Toxicology; Biology; Computer security","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":[0.00128269,0.000479651,0.0002434034,0.002241841,0.001444935,0.001179918,0.001193678,0.0002671446,0.001461136],"category_scores_gemma":[0.002194425,0.0002135043,0.0002710758,0.003518263,0.0003298853,0.0003249782,0.0008340252,0.0005314481,0.0003227321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02738125,"about_ca_system_score_gemma":0.04261903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843843,"about_ca_topic_score_gemma":0.9907734,"domain_scores_codex":[0.9984061,0.00006621786,0.0001036447,0.0001254737,0.001050745,0.0002478938],"domain_scores_gemma":[0.9944611,0.00008422077,0.0007757824,0.00004588403,0.0038464,0.0007866499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001390616,0.00006600326,0.96901,0.0002453788,0.00004632502,0.0001633574,0.000451065,0.0004779956,0.001064741,0.00008909561,0.01100939,0.01723763],"study_design_scores_gemma":[0.000006241008,0.00005936474,0.990733,0.00006830664,0.00001565944,0.00009804931,0.0006804712,0.0004949882,0.0004816946,0.00001742222,0.007336866,0.000007802199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742536,0.006363788,0.002967462,0.002126144,0.0001276583,0.0009336038,0.0874832,0.0004669386,0.02527762],"genre_scores_gemma":[0.9574065,0.003188854,0.004042405,0.000950354,0.00003477341,0.0001905565,0.02722162,0.0000315388,0.006933342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02738125,"threshold_uncertainty_score":0.1986659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009830274642502478,"score_gpt":0.2483045432677873,"score_spread":0.2384742686252848,"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."}}