{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002075429,0.0007454583,0.002457931,0.000881469,0.00009069483,0.00009332151,0.0002126832,0.0001369229,0.00002087361],"category_scores_gemma":[0.003226351,0.0005053806,0.0001417265,0.002541271,0.0004508398,0.0001869267,0.000878784,0.000790189,0.0001467948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002062783,"about_ca_system_score_gemma":0.0007801073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000489118,"about_ca_topic_score_gemma":0.0007815898,"domain_scores_codex":[0.9963249,0.0002904618,0.000832206,0.001273982,0.0005541497,0.0007242954],"domain_scores_gemma":[0.9981439,0.0003089291,0.0001463685,0.0006463695,0.0002291811,0.0005252264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001198534,0.0004355762,0.02997463,0.09335063,0.000290021,0.004750461,0.001463798,0.000002663844,1.450038e-7,0.000008514742,0.001522449,0.8670025],"study_design_scores_gemma":[0.0009360597,0.0002287403,0.0586679,0.02939351,0.0005752706,0.00007926044,0.0001223642,0.000003471024,1.482886e-7,0.000005733089,0.9094396,0.0005479502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07376409,0.9221256,3.025843e-7,0.0001176759,0.0001316576,0.002988921,0.000705014,0.00008510505,0.00008157287],"genre_scores_gemma":[0.0007423319,0.9966545,0.00002278907,0.001028824,0.0002402964,0.000902894,0.00007190222,0.0001206695,0.0002158519],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9079171,"threshold_uncertainty_score":0.9997398,"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."}}