{"id":"W2799401033","doi":"10.17269/s41997-018-0074-1","title":"Predictors of pertussis outbreak in urban and rural municipalities of Saskatchewan, Canada","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Health Quality Council; Ottawa Public Health; Saskatchewan Health; Saskatchewan Health Authority; University of Ottawa","funders":"","keywords":"Outbreak; Medicine; Epidemiology; Population; Demography; Environmental health; Residence; Incidence (geometry); Rural area; Public health; Rate ratio; Pediatrics; Virology; Internal medicine","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":[0.000615583,0.0005798292,0.0005511766,0.001938649,0.003189985,0.00188129,0.001980515,0.0007632396,0.00325223],"category_scores_gemma":[0.003272353,0.0007299331,0.0008795044,0.005083815,0.0009552712,0.0006574537,0.00213184,0.001286022,0.0003936289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02198642,"about_ca_system_score_gemma":0.04427207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920713,"about_ca_topic_score_gemma":0.9953055,"domain_scores_codex":[0.9986774,0.0001480234,0.0001324483,0.0001836428,0.0002249065,0.0006335366],"domain_scores_gemma":[0.9958296,0.0003679534,0.0007370586,0.0001258525,0.001765392,0.00117413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007477132,0.00002422959,0.9969934,0.0000200346,0.00005704393,0.00009254898,0.0004187576,0.0001941037,0.0001224413,0.00006594639,0.0008556924,0.001080993],"study_design_scores_gemma":[0.000007739368,0.00001661119,0.9937685,0.00004131682,0.00003525791,0.00006124975,0.005003488,0.0004803636,0.00004651905,0.00003529646,0.0004896425,0.00001409206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992735,0.0004393755,0.0001030076,0.0004817974,0.00002577244,0.0000389002,0.004100325,0.00001500522,0.002060808],"genre_scores_gemma":[0.997479,0.0003628616,0.00009218224,0.00007968066,0.000008285378,0.00002036832,0.00123287,0.000008396943,0.0007163231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02198642,"threshold_uncertainty_score":0.1595234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130532845281407,"score_gpt":0.2409958059729461,"score_spread":0.219690477520132,"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."}}