{"id":"W3022118768","doi":"10.5539/gjhs.v12n7p20","title":"Seroprevalence of Hepatitis B Among Municipal Waste Collectors in Penang Island, Malaysia and Their Knowledge, Attitude and Practice Towards the Prevention of Hepatitis B","year":2020,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal College of Surgeons in Ireland","keywords":"Medicine; Hepatitis B; HBsAg; Seroprevalence; Environmental health; Hepatitis; Family medicine; Internal medicine; Immunology; Antibody; Hepatitis B virus; Serology","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":[0.000657607,0.0002804542,0.000205003,0.000885,0.0004527898,0.0006027314,0.0002359106,0.0003328473,0.00151684],"category_scores_gemma":[0.0009192545,0.0004138024,0.0002326236,0.0007805274,0.0003273676,0.0004541166,0.0003492526,0.0002882075,0.0003001879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003764305,"about_ca_system_score_gemma":0.0004820909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308356,"about_ca_topic_score_gemma":0.01615371,"domain_scores_codex":[0.999669,0.0001001068,0.00005858518,0.0000487406,0.00006516822,0.00005839948],"domain_scores_gemma":[0.9992131,0.0001248403,0.0003643435,0.00003579171,0.00009714712,0.0001646139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003332323,0.00007778311,0.9975424,0.0000187688,0.00001284267,0.0001187108,0.000673297,0.00001320286,0.0002840384,0.000007172481,0.00003521068,0.001183242],"study_design_scores_gemma":[0.000002439432,0.0001635982,0.9972143,0.00001862056,0.00001157463,0.0003675339,0.001924764,0.00007889546,0.00009322631,0.00000573152,0.000114888,0.000004614744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996601,0.00005194899,0.00001054127,0.00001612114,0.000001168668,0.000004541695,0.0000439381,6.941599e-7,0.0002108949],"genre_scores_gemma":[0.9994173,0.0001016447,0.00005212916,0.0000164509,0.000002183479,0.000007647476,0.00005921915,3.590607e-7,0.0003430999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01308356,"threshold_uncertainty_score":0.0260148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04525611691640968,"score_gpt":0.3543987976596119,"score_spread":0.3091426807432022,"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."}}