{"id":"W2960816288","doi":"10.1016/j.jinf.2019.07.008","title":"Comparative global epidemiology of influenza, respiratory syncytial and parainfluenza viruses, 2010–2015","year":2019,"lang":"en","type":"article","venue":"Journal of Infection","topic":"Respiratory viral infections research","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Northwest Territories; BC Centre for Disease Control; University of Alberta; Dalhousie University; Provincial Laboratory of Public Health","funders":"Alberta Children's Hospital Foundation; University Grants Committee; Children's Hospital Foundation","keywords":"Incidence (geometry); Epidemiology; Virology; Kuala lumpur; Influenza A virus; Pneumovirinae; Virus; Biology; Viral disease; Paramyxoviridae; Medicine; Internal medicine","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":[0.0005715736,0.0002773003,0.0002187898,0.00200953,0.0002487466,0.0007651891,0.0003495637,0.0004850261,0.001529485],"category_scores_gemma":[0.001147494,0.0002187777,0.0006641425,0.001982869,0.0003853494,0.0007555438,0.0008456559,0.0004105486,0.0002205216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008160473,"about_ca_system_score_gemma":0.0006715261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.022992,"about_ca_topic_score_gemma":0.04795324,"domain_scores_codex":[0.9996449,0.00007156849,0.00005655857,0.00008013243,0.00004982226,0.00009699752],"domain_scores_gemma":[0.999222,0.00009591752,0.000342939,0.00004435077,0.0001825027,0.0001122626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002876178,0.00001728128,0.9902851,0.0001295379,0.0002860815,0.00009168522,0.0003700885,0.0002630228,0.0008000542,0.0003744103,0.001135968,0.00595916],"study_design_scores_gemma":[0.000002152358,0.00003834332,0.9981077,0.00003409574,0.0000437105,0.0001939604,0.0004944094,0.00008918345,0.00006042367,0.00002845005,0.0009041053,0.000003470672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982946,0.007701531,0.0001877088,0.0003159018,0.00008333485,0.000009684531,0.006324944,0.00001547333,0.002415343],"genre_scores_gemma":[0.9949473,0.00167749,0.0001009731,0.00004437555,0.00002367976,0.000005741989,0.002898388,0.000003218931,0.0002987591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.022992,"threshold_uncertainty_score":0.04571635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711840304286213,"score_gpt":0.4794594174654325,"score_spread":0.3082753870368112,"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."}}