{"id":"W3207702613","doi":"10.14745/ccdr.v47i10a04","title":"Surveillance of laboratory exposures to human pathogens and toxins, Canada 2020","year":2021,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Incident report; Environmental health; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001627152,0.0001234194,0.0003365921,0.00001955254,0.0001213981,0.000009601939,0.0001021939,0.00002570696,0.00009302747],"category_scores_gemma":[0.0004562624,0.000127421,0.0000350525,0.0002304206,0.00003718222,0.00002643223,0.0001278106,0.0001119102,2.071614e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001874678,"about_ca_system_score_gemma":0.01511932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9199978,"about_ca_topic_score_gemma":0.9969341,"domain_scores_codex":[0.9986411,0.00008417583,0.0003996873,0.000219633,0.0004691485,0.000186218],"domain_scores_gemma":[0.9977041,0.00008037852,0.0001170099,0.0009752632,0.0005285343,0.000594716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005455011,0.00007309769,0.8989393,0.0001561496,0.0000894238,0.0122941,0.00001844271,0.00002712,0.007616894,0.0001140468,0.08034314,0.0002737085],"study_design_scores_gemma":[0.000279949,0.00002601132,0.8091977,0.00008199024,0.00003394813,0.0001187517,0.0001723985,0.000006905531,0.002061403,0.000008851789,0.1878716,0.0001404461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909521,0.004184352,0.000002674621,0.002566957,0.0000974066,0.0001389065,0.0004735843,0.00001085774,0.001573184],"genre_scores_gemma":[0.9965027,0.00006362364,0.0001867559,0.001764432,0.00004871987,0.0000119904,0.0004545025,0.00001639416,0.000950894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1075285,"threshold_uncertainty_score":0.990464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007926451868008498,"score_gpt":0.2464725423528336,"score_spread":0.2385460904848251,"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."}}