{"id":"W2357368971","doi":"10.1371/journal.pone.0155044","title":"Global Variability in Reported Mortality for Critical Illness during the 2009-10 Influenza A(H1N1) Pandemic: A Systematic Review and Meta-Regression to Guide Reporting of Outcomes during Disease Outbreaks","year":2016,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Outbreak; Pandemic; Meta-analysis; Demography; Severity of illness; Disease; Confidence interval; MEDLINE; Internal medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Virology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01106469,0.0008279611,0.0115096,0.0001922586,0.0002423757,0.00003839955,0.0003776882,0.0002533098,0.00006095928],"category_scores_gemma":[0.2656865,0.0003747736,0.001171748,0.0005781614,0.0003001475,0.0001514866,0.0007576427,0.0004382426,0.000006105124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007750231,"about_ca_system_score_gemma":0.000568211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009144076,"about_ca_topic_score_gemma":0.00002218428,"domain_scores_codex":[0.987488,0.001268553,0.007926422,0.001106154,0.001425143,0.0007857166],"domain_scores_gemma":[0.9878251,0.003194541,0.004253895,0.002723599,0.001411765,0.0005911175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009455634,0.0004500051,0.02544921,0.964367,0.00885903,0.000132884,0.00004277234,9.772013e-8,0.000009054035,0.00001635072,0.00001363919,0.0005653881],"study_design_scores_gemma":[0.0008061805,0.00005227506,0.01759418,0.8439884,0.1357293,0.0000849789,0.00002147745,0.000003118477,0.00001546425,0.0001109145,0.0009912672,0.0006024452],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00733049,0.976865,0.00001987562,0.0003306497,0.00002836728,0.01450839,0.0007626007,0.00008338048,0.00007127687],"genre_scores_gemma":[0.001347878,0.9893029,0.0004270913,0.0003066376,0.00007992219,0.007921241,0.00001922484,0.00008099569,0.0005140843],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2546218,"threshold_uncertainty_score":0.9998704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3189649544540895,"score_gpt":0.4968177361464091,"score_spread":0.1778527816923197,"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."}}