{"id":"W2792693584","doi":"10.14745/ccdr.v43i12a06","title":"Canadian Public Health Laboratory Network position statement: Non-culture based diagnostics for gastroenteritis and implications for public health investigations","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; BC Centre for Disease Control; Queen Elizabeth II Health Sciences Centre; Saskatchewan Disease Control Laboratory; Calgary Laboratory Services; Dr. Georges-L.-Dumont University Hospital Centre; Provincial Laboratory of Public Health","funders":"","keywords":"Public health; Notifiable disease; Medicine; Environmental health; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04456048,0.001700722,0.001543437,0.005349859,0.01058278,0.01147914,0.01171971,0.01977981,0.011709],"category_scores_gemma":[0.1005519,0.001432012,0.002231675,0.007154211,0.008530519,0.004171589,0.004583573,0.01377686,0.004164585],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07196707,"about_ca_system_score_gemma":0.4986716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9469789,"about_ca_topic_score_gemma":0.9746112,"domain_scores_codex":[0.9366982,0.006548361,0.005501661,0.002299846,0.04318223,0.005769679],"domain_scores_gemma":[0.6881559,0.04024906,0.01299173,0.005914125,0.2122306,0.04045849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003326827,0.00004026197,0.00273252,0.0003305234,0.00001790099,0.0001133251,0.0001968719,0.0001915507,0.0001917577,0.004781785,0.9714773,0.0198929],"study_design_scores_gemma":[0.0000656171,0.00005260182,0.01308109,0.002153973,0.0000859447,0.0002302157,0.000861852,0.0005668079,0.0004352788,0.003620938,0.9786977,0.0001479016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00132099,0.01577638,0.002332158,0.9170713,0.01940101,0.000453085,0.004618977,0.0002829072,0.03874312],"genre_scores_gemma":[0.0508141,0.05633832,0.05475322,0.7015325,0.01560401,0.0009315651,0.01573769,0.000878211,0.1034104],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9280329,"threshold_uncertainty_score":0.5221601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08023690860349073,"score_gpt":0.3593055161687952,"score_spread":0.2790686075653045,"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."}}