{"id":"W2033687153","doi":"10.1016/j.puhe.2006.03.004","title":"Influenza-related deaths and hospitalizations in Hong Kong: A subtropical area","year":2006,"lang":"en","type":"article","venue":"Public Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Vaccination; Subtropics; Medicine; Pneumonia; Environmental health; Influenza vaccine; Human mortality from H5N1; Population; Excess mortality; Demography; Virology; Coronavirus disease 2019 (COVID-19); Disease; Biology; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005707627,0.0005672657,0.0004035069,0.001307885,0.001307701,0.000872913,0.0005676784,0.0004483173,0.001044806],"category_scores_gemma":[0.0009023959,0.0004465469,0.000675914,0.002522724,0.0007762616,0.000875519,0.0008900809,0.0007671615,0.0001643487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003035554,"about_ca_system_score_gemma":0.003287969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5236845,"about_ca_topic_score_gemma":0.5163796,"domain_scores_codex":[0.9995828,0.00009489073,0.00005861445,0.00005649586,0.00003946681,0.0001677217],"domain_scores_gemma":[0.9988274,0.000116147,0.0002908055,0.00005083541,0.0001827181,0.0005320577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001877919,0.00006219847,0.9975222,0.00002041755,0.00006387222,0.000201774,0.000925759,0.0000377401,0.0001410602,0.00002234778,0.000141972,0.0006728331],"study_design_scores_gemma":[0.000008126465,0.00009183431,0.9953647,0.00001116269,0.00002976475,0.00007920109,0.004152642,0.00007178283,0.00003284496,0.000005366714,0.0001465057,0.000006074241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992848,0.000165674,0.00000956168,0.00004937523,0.00000610807,0.000006939182,0.000256646,7.933608e-7,0.0002201879],"genre_scores_gemma":[0.9990098,0.0002853675,0.00001490462,0.0000631939,0.000009955396,0.00001130232,0.0003004342,6.938817e-7,0.0003042131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5236845,"threshold_uncertainty_score":0.9582412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09905072788686807,"score_gpt":0.3845520093766143,"score_spread":0.2855012814897462,"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."}}