{"id":"W4390096888","doi":"10.14745/ccdr.v49i1112a05","title":"Does the Australian influenza season predict the Canadian influenza season? A qualitative comparison of seasons, 2014–2020","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Flu season; Vaccination; Confounding; Epidemiology; Seasonal influenza; Influenza season; Influenza vaccine; Environmental health; Geography; Demography; Medicine; Virology; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00323804,0.0001891854,0.0002631721,0.001781238,0.004538712,0.001650123,0.000680857,0.0003499093,0.002636143],"category_scores_gemma":[0.01039444,0.0002484453,0.000297445,0.003186364,0.001966257,0.001420576,0.001589633,0.0007644439,0.0001127452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03092192,"about_ca_system_score_gemma":0.02795448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9731061,"about_ca_topic_score_gemma":0.9800546,"domain_scores_codex":[0.9981383,0.0005723934,0.00009589668,0.0002004433,0.0005351325,0.0004578565],"domain_scores_gemma":[0.9958401,0.001365901,0.0006712934,0.0001072709,0.001476107,0.000539367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003039382,0.00005645817,0.3697999,0.0007106717,0.0001029469,0.0004345883,0.5841998,0.0003771512,0.001028002,0.006191541,0.01043449,0.02636054],"study_design_scores_gemma":[0.000003906373,0.00004939096,0.6208021,0.000301419,0.00003268443,0.0001003968,0.3608164,0.0003679693,0.0001591401,0.0002994835,0.01701472,0.00005240475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766819,0.001064394,0.0002601965,0.00326529,0.00003082291,0.00008236525,0.002077733,0.0000097522,0.01652751],"genre_scores_gemma":[0.9979493,0.0005444371,0.0001639848,0.0002163941,0.000004901413,0.00003426049,0.0002378118,0.000004325349,0.0008446334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03092192,"threshold_uncertainty_score":0.2243553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11798060516128,"score_gpt":0.4354645487974878,"score_spread":0.3174839436362078,"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."}}