{"id":"W4380786587","doi":"10.2196/45199","title":"Periodic Characteristics of Hepatitis Virus Infections From 2013 to 2020 and Their Association With Meteorological Factors in Guangdong, China: Surveillance Study","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Postdoctoral Science Foundation","keywords":"Hepatitis A; Outbreak; Hepatitis; Population; Medicine; Viral hepatitis; Environmental health; Virology; China; Demography; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007845916,0.0003442654,0.0002616891,0.001323074,0.0003633319,0.0003706921,0.0004228729,0.0002626685,0.0005318229],"category_scores_gemma":[0.000920993,0.000275282,0.0004617396,0.001385986,0.0002460256,0.0003321264,0.0005095223,0.0002625733,0.00009942504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008774833,"about_ca_system_score_gemma":0.0009945072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04206121,"about_ca_topic_score_gemma":0.04755305,"domain_scores_codex":[0.9996835,0.0000428955,0.00005612755,0.00009964452,0.00006232152,0.00005554204],"domain_scores_gemma":[0.9990036,0.00009560616,0.0004514102,0.0001086793,0.0001539216,0.0001869102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001794706,0.000007759572,0.9990497,0.000007307804,0.00002078542,0.00002682691,0.00006927094,0.00004981653,0.0001667097,0.000007147709,0.00007387015,0.0005028049],"study_design_scores_gemma":[0.000001375425,0.0000138493,0.9996285,0.000001720287,0.00000774283,0.00002799633,0.00006901821,0.0001631392,0.00002237213,0.000003323564,0.00005963205,0.000001376392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987074,0.00006758287,0.00005809618,0.00002276108,0.000002449827,0.00001052541,0.0009686664,0.000003016968,0.0001593952],"genre_scores_gemma":[0.9979751,0.00006924792,0.00009990433,0.00001352767,0.000005200949,0.00001931149,0.001720053,9.928381e-7,0.00009674438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04206121,"threshold_uncertainty_score":0.08363277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465721238395605,"score_gpt":0.3109934331433724,"score_spread":0.2763362207594163,"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."}}