{"id":"W2971517797","doi":"10.14745/ccdr.v45i09a04","title":"Surveillance of laboratory exposures to human pathogens and toxins: Canada 2018","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Incidence (geometry); Environmental health; Medicine; Incident report; Root cause analysis; Toxicology; Medical emergency; Biology; Engineering; Forensic engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002764277,0.0001177239,0.0003300086,0.00005255702,0.0001290757,0.00001210468,0.0001277301,0.00002934905,0.0001717468],"category_scores_gemma":[0.0001864397,0.0001095947,0.00003359185,0.0002370064,0.0000521426,0.00003550922,0.0001618067,0.0001545305,0.000001138384],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507079,"about_ca_system_score_gemma":0.007155903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895132,"about_ca_topic_score_gemma":0.9972096,"domain_scores_codex":[0.9986756,0.00007927794,0.0003323797,0.0002067459,0.000451075,0.0002548788],"domain_scores_gemma":[0.9977765,0.00006103215,0.0000881564,0.001140231,0.0003298869,0.0006041702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006343612,0.00006167898,0.9351417,0.0002189041,0.0000765121,0.001304755,0.00001320481,0.00003309645,0.01271938,0.00005431959,0.05006387,0.0002490671],"study_design_scores_gemma":[0.0003992435,0.00009475945,0.8129415,0.0001020599,0.00002424759,0.00006612917,0.0001840186,0.00003803578,0.001127409,0.000004925157,0.1848554,0.0001622966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933401,0.001403314,0.000001416868,0.0008236798,0.0001076636,0.0003482579,0.0002191327,0.00001269159,0.003743757],"genre_scores_gemma":[0.9968699,0.00006492903,0.00003264791,0.0005706513,0.00002453877,0.00001897262,0.0000843018,0.0000182731,0.002315755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1347915,"threshold_uncertainty_score":0.9984726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127443074660415,"score_gpt":0.2737262462564252,"score_spread":0.2609819387903837,"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."}}