{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007685075,0.0005242654,0.0003353816,0.002772422,0.001746816,0.001286753,0.001454167,0.0002951357,0.003196181],"category_scores_gemma":[0.002901283,0.0002871132,0.00039889,0.004937156,0.0004615201,0.0004094949,0.001107592,0.0006421911,0.0004716192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03647817,"about_ca_system_score_gemma":0.07559583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944213,"about_ca_topic_score_gemma":0.994208,"domain_scores_codex":[0.9983404,0.00004890372,0.00009914746,0.0001383765,0.0009971265,0.0003761625],"domain_scores_gemma":[0.9908896,0.000149284,0.001253057,0.00007899132,0.006564205,0.00106486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001636508,0.0000573476,0.9313356,0.0005414895,0.00005984605,0.0002426786,0.00100432,0.0004444043,0.0009087306,0.0003289235,0.02734604,0.03756697],"study_design_scores_gemma":[0.000006683023,0.00004510453,0.9766294,0.0002481625,0.00002009041,0.0001339458,0.001037111,0.0004915743,0.0004680083,0.00003884281,0.02086692,0.00001418484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7739434,0.00937381,0.003771618,0.00462298,0.0002662858,0.0006124424,0.1556059,0.000741522,0.05106203],"genre_scores_gemma":[0.938194,0.006793205,0.003294499,0.001006224,0.00005679373,0.0001419298,0.03972692,0.0000646012,0.01072192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03647817,"threshold_uncertainty_score":0.2646689,"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."}}