{"id":"W3003977336","doi":"10.1093/cid/ciaa075","title":"Age-Specific Incidence of Influenza A Responds to Change in Virus Subtype Dominance","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Imprinting (psychology); Dominance (genetics); Biology; Virology; Virus; Incidence (geometry); Epidemiology; Immunology; Demography; Medicine; Genetics; Gene; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000636414,0.0001256823,0.0001903547,0.0004167278,0.0001185568,0.0003803141,0.000206084,0.0003338435,0.002583056],"category_scores_gemma":[0.002997105,0.0001402288,0.0002028896,0.00031934,0.0001558719,0.0003697468,0.0002332328,0.0002953443,0.0004703906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695965,"about_ca_system_score_gemma":0.0001795454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470447,"about_ca_topic_score_gemma":0.00232017,"domain_scores_codex":[0.9996535,0.0000874578,0.00001782638,0.000137991,0.00002954417,0.00007360823],"domain_scores_gemma":[0.9985708,0.0003482593,0.0004719485,0.0001991911,0.000170515,0.0002392857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006590996,0.00006343133,0.9598559,0.00002036567,0.0001002619,0.00007393221,0.0002448057,0.0003675102,0.0209396,0.0002531368,0.0005172542,0.01690464],"study_design_scores_gemma":[0.000001330913,0.00007396347,0.998398,0.000002253529,0.00001016441,0.00007273015,0.00009153499,0.0002549493,0.0007156995,0.0001038397,0.000272531,0.000002936246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972843,0.0004351312,0.0004015308,0.0001471738,0.00002236291,0.000003445856,0.0004312606,0.0000118981,0.001262978],"genre_scores_gemma":[0.9989917,0.0001476432,0.00008930493,0.00005817138,0.00002112022,0.000002423412,0.0002229622,0.000004174601,0.0004625655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002583056,"threshold_uncertainty_score":0.008641183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2447787156126388,"score_gpt":0.4762758553531752,"score_spread":0.2314971397405364,"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."}}