{"id":"W4404091947","doi":"10.2196/65093","title":"Hepatitis B Virus Exposure, Seroprotection Status, and Susceptibility in Health Care Workers From Lao People’s Democratic Republic: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Française de Développement","keywords":"Cross-sectional study; Environmental health; Preprint; Hepatitis E virus; Medicine; Health care; Hepatitis B virus; Virology; Virus; Political science; Biology; Pathology","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":[0.0007289512,0.0003641302,0.0002907798,0.000778261,0.0007469855,0.0005962129,0.0003201194,0.0003755786,0.001072841],"category_scores_gemma":[0.0008495018,0.0004135268,0.0003339585,0.001203192,0.0003809981,0.0003839737,0.0005054756,0.0005017557,0.0002461352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005326751,"about_ca_system_score_gemma":0.0004581808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02398051,"about_ca_topic_score_gemma":0.02993511,"domain_scores_codex":[0.999634,0.0001108717,0.00004293005,0.00006643734,0.00005835775,0.00008738899],"domain_scores_gemma":[0.999253,0.000104415,0.0003028264,0.00005770422,0.00009740463,0.0001846026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002629659,0.00004639719,0.9993641,0.000007691627,0.00001691429,0.00003498522,0.0001227209,0.000006799706,0.00009319023,0.000003034932,0.00005622081,0.0002217055],"study_design_scores_gemma":[0.000006927542,0.0000724394,0.999092,0.000006059725,0.00001119022,0.00009169458,0.0005256794,0.00003485456,0.00002073388,0.000003699244,0.0001327593,0.000001981445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989812,0.000108379,0.00003470916,0.00003214159,0.000004873687,0.00002034716,0.0005229264,0.000001531305,0.0002938026],"genre_scores_gemma":[0.9991653,0.00008686602,0.00007929717,0.00006390206,0.000008419411,0.00003266977,0.0004209818,7.367416e-7,0.0001419072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02398051,"threshold_uncertainty_score":0.04768181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964621856642053,"score_gpt":0.3388724977956904,"score_spread":0.3092262792292699,"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."}}