{"id":"W3153148622","doi":"10.2139/ssrn.3352010","title":"Influenza Increases Invasive Meningococcal Disease Risk in Temperate Countries","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; Nova Scotia Health Authority; Canadian Blood Services; Public Health Ontario; University of Toronto","funders":"","keywords":"Meningococcal disease; Medicine; Disease; Temperate climate; Virology; Environmental health; Neisseria meningitidis; Biology; Internal medicine; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003966954,0.0003090344,0.0002052473,0.0004701914,0.0003902903,0.0006095428,0.000182193,0.0005859645,0.003363841],"category_scores_gemma":[0.001244065,0.0002587496,0.0003475353,0.0005437469,0.0001764591,0.000341686,0.0005537535,0.0005130021,0.0004883194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001712713,"about_ca_system_score_gemma":0.0002425555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008631911,"about_ca_topic_score_gemma":0.009022518,"domain_scores_codex":[0.999673,0.0001244062,0.000032258,0.0000462212,0.00003588564,0.00008820601],"domain_scores_gemma":[0.9991636,0.000101817,0.0003899818,0.00005588317,0.00008467926,0.0002039911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001138233,0.00001914502,0.9967279,0.00001652708,0.00006683282,0.0001117906,0.000111846,0.00003959737,0.0004339608,0.00002413121,0.0002945913,0.002039825],"study_design_scores_gemma":[0.000001915354,0.0000466276,0.9991757,0.0000145356,0.00001833201,0.0001114333,0.0003032896,0.00004566687,0.00003147826,0.00001506505,0.0002342664,0.000001642739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957048,0.00121161,0.0001164111,0.0001718234,0.00004768431,0.000004613607,0.0004219033,0.000008320118,0.002312781],"genre_scores_gemma":[0.9987171,0.0005399059,0.00007692692,0.00007636126,0.00004545719,0.000003138506,0.0001972756,0.000003439635,0.0003404005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008631911,"threshold_uncertainty_score":0.01716334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005596987402623018,"score_gpt":0.2316143727782898,"score_spread":0.2260173853756667,"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."}}