{"id":"W4405460840","doi":"10.3390/diseases12120331","title":"Absenteeism and Productivity Loss Due to Influenza or Influenza-like Illness in Adults in Europe and North America","year":2024,"lang":"en","type":"review","venue":"Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"Seqirus","keywords":"Absenteeism; Productivity; Medicine; Vaccination; Presenteeism; Gerontology; Disease; Disease burden; Influenza A virus; Environmental health; Demography; Immunology; Psychology; Internal medicine; Economic growth; Economics; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001566916,0.0006726374,0.002139671,0.004178897,0.0002668318,0.00124594,0.000711229,0.0007958474,0.002815032],"category_scores_gemma":[0.004358022,0.0003148807,0.002529276,0.004364437,0.0002784076,0.0007566203,0.000609883,0.0006046624,0.0002499707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041036,"about_ca_system_score_gemma":0.00290864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005058383,"about_ca_topic_score_gemma":0.0112408,"domain_scores_codex":[0.9990397,0.0002464783,0.0003124493,0.00009118045,0.0002589503,0.00005124461],"domain_scores_gemma":[0.9977612,0.001480007,0.0004575222,0.00002409326,0.0002360454,0.00004098538],"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":[0.0001978264,0.00003740276,0.001501747,0.4997116,0.003435637,0.0001603548,0.0002163224,0.0002483802,0.0003491393,0.000683384,0.01188545,0.4815727],"study_design_scores_gemma":[0.0001572052,0.0004068794,0.02595548,0.5640401,0.02193155,0.002279412,0.0007093975,0.000204627,0.0004715825,0.001315339,0.3824551,0.00007339523],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001845789,0.9994836,0.00001384711,0.00008346203,0.00004027555,0.000005109496,0.00004416284,0.000001370701,0.0001435779],"genre_scores_gemma":[0.001718383,0.9980353,0.00004672925,0.00007910543,0.00002584873,0.000009725897,0.00003504408,4.489466e-7,0.00004941833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005058383,"threshold_uncertainty_score":0.01005787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0788119322692084,"score_gpt":0.4040860244021448,"score_spread":0.3252740921329363,"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."}}