{"id":"W4234021268","doi":"10.14745/ccdr.v46i06a09","title":"The Canadian Public Health Laboratory Network protocol for microbiological investigations of emerging respiratory pathogens, including severe acute respiratory infections","year":2020,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Respiratory system; Medicine; Public health; Intensive care medicine; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02513162,0.001556541,0.001966928,0.01437226,0.01109932,0.005992869,0.007626488,0.003703412,0.03919476],"category_scores_gemma":[0.0579533,0.001919967,0.00235117,0.01100726,0.00245636,0.00144675,0.003072364,0.005455323,0.01267632],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04051873,"about_ca_system_score_gemma":0.2946522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9211581,"about_ca_topic_score_gemma":0.9418273,"domain_scores_codex":[0.961144,0.006480007,0.006381311,0.001642552,0.02031731,0.004034907],"domain_scores_gemma":[0.8533745,0.006872918,0.003868089,0.005963265,0.1247113,0.00520998],"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":[0.000454602,0.000470217,0.007643939,0.001678236,0.00006894241,0.0004435992,0.001401388,0.0005087903,0.00237977,0.007996144,0.9199387,0.05701571],"study_design_scores_gemma":[0.0003182592,0.00023084,0.06583092,0.002782712,0.0001154362,0.0004449023,0.001686152,0.000790704,0.002787764,0.001510194,0.9232146,0.0002875797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.01500919,0.00732431,0.05074672,0.03478728,0.007521176,0.1894501,0.3166353,0.003889166,0.3746369],"genre_scores_gemma":[0.081173,0.01668076,0.1679643,0.03613783,0.002647264,0.140941,0.3014531,0.001284432,0.2517184],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9594813,"threshold_uncertainty_score":0.2939854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.194923377780162,"score_gpt":0.4053187340774421,"score_spread":0.21039535629728,"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."}}