{"id":"W2588196620","doi":"10.1177/1757177416689725","title":"Influenza outbreak in a Canadian correctional facility","year":2017,"lang":"en","type":"article","venue":"Journal of Infection Prevention","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Alberta Health Services","keywords":"Outbreak; Medicine; Communicable disease; Infection control; Environmental health; Public health; Transmission (telecommunications); Vaccination; Isolation (microbiology); Population; Disease control; Medical emergency; Intensive care medicine; Virology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001333403,0.00008802072,0.0002352307,0.000539453,0.000302039,0.000062746,0.00006559041,0.00008923682,0.0002543125],"category_scores_gemma":[0.002138904,0.00007720361,0.0001761855,0.00009604909,0.00007565144,0.000530083,0.00003010035,0.0004289377,0.00005795328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007963094,"about_ca_system_score_gemma":0.0007587415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09285101,"about_ca_topic_score_gemma":0.1797528,"domain_scores_codex":[0.9987888,0.00008037819,0.0004642472,0.00009786507,0.0003355178,0.0002332142],"domain_scores_gemma":[0.9986306,0.00002640264,0.0003808141,0.00019321,0.0005493146,0.0002196566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002558738,0.0001235339,0.9793938,0.0000390188,0.00008362853,0.00003393359,0.0001073199,0.0000802299,0.0003864518,0.00004709762,0.000740195,0.01870896],"study_design_scores_gemma":[0.001604015,0.0003235027,0.9654762,0.0001755283,0.00002896014,0.0002027928,0.00002417451,0.00005661528,0.0002792451,0.0003305379,0.03144076,0.00005773685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903163,0.0001193837,0.0002176605,0.0003441763,0.0008283922,0.0002180308,0.000006236906,0.00000757931,0.007942279],"genre_scores_gemma":[0.9989631,0.0001106536,0.00008638285,0.0001356351,0.0001452846,0.000007280222,0.000001798483,0.000004783719,0.0005450837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08690181,"threshold_uncertainty_score":0.9131898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087495635210899,"score_gpt":0.4342983132737063,"score_spread":0.3255487497526163,"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."}}