{"id":"W4398764351","doi":"10.14745/ccdr.v50i05a04","title":"Canadian laboratory incidents with human pathogens and toxins: An overview of reports, 2016–2022","year":2024,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Microbial toxins; Microbiology; Biology; Toxin","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":[0.002849338,0.001603647,0.0006281802,0.02006236,0.002794029,0.002608578,0.002590151,0.0006014268,0.009240408],"category_scores_gemma":[0.009006445,0.0006622192,0.001514329,0.02092939,0.0009047971,0.001082405,0.002460046,0.001109308,0.001572346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04344565,"about_ca_system_score_gemma":0.09088328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9833441,"about_ca_topic_score_gemma":0.9838648,"domain_scores_codex":[0.9906476,0.0002590223,0.0006996712,0.0004656847,0.00678088,0.001147058],"domain_scores_gemma":[0.9800895,0.000569458,0.003401354,0.0002174693,0.01361479,0.002107466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00043468,0.0001063525,0.5143077,0.009032011,0.0004659512,0.00132919,0.003058698,0.0009294758,0.001217321,0.001645052,0.2776515,0.1898221],"study_design_scores_gemma":[0.00001531158,0.00006754781,0.7842878,0.002797692,0.000149265,0.0009562159,0.003987274,0.0004200142,0.000492527,0.0001358917,0.2066089,0.00008166509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2275946,0.2298905,0.003996013,0.01310088,0.003051835,0.001441165,0.3554693,0.002475732,0.1629799],"genre_scores_gemma":[0.5403668,0.2528728,0.006448032,0.003480955,0.0009054203,0.0004605336,0.1654161,0.0004456828,0.02960376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04344565,"threshold_uncertainty_score":0.3152217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883310337991213,"score_gpt":0.2859843637325752,"score_spread":0.2671512603526631,"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."}}