{"id":"W2756753026","doi":"10.7196/samj.2017.v107i10.12171","title":"Distribution of hepatitis B virus infection in Namibia","year":2017,"lang":"en","type":"article","venue":"South African Medical Journal","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University of Namibia; World Health Organization","keywords":"Medicine; Hepatitis B virus; Public health; Hepatitis B; Serology; Population; Psychological intervention; Pediatrics; Immunology; Environmental health; Virus; Antibody; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008662773,0.0001182589,0.000404968,0.0001091126,0.0002879043,0.00003335384,0.0001579431,0.0001356425,0.0003710186],"category_scores_gemma":[0.006148799,0.0000959188,0.0001211145,0.0001105907,0.0003972698,0.0001128986,0.00009192521,0.0006621087,0.00003162108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001914488,"about_ca_system_score_gemma":0.0003296669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009410716,"about_ca_topic_score_gemma":0.00996253,"domain_scores_codex":[0.9980776,0.00009101115,0.0005142203,0.0001469321,0.0008729949,0.0002971933],"domain_scores_gemma":[0.9987382,0.00005258005,0.0003802009,0.0002644303,0.000177531,0.0003870351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007419811,0.0001072651,0.9836493,0.00002947496,0.00004515706,0.000314597,0.0007429732,7.098075e-7,0.00008173221,0.00008474106,0.0006430518,0.01422687],"study_design_scores_gemma":[0.001252342,0.0002479736,0.9956385,0.0004027842,0.00004655421,0.0002084433,0.00004678472,0.0001361065,0.0001876647,0.0002668078,0.001482016,0.00008396839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940009,0.0001146646,0.001442864,0.001423254,0.0004281207,0.0001136016,0.00003794413,0.00001629808,0.002422336],"genre_scores_gemma":[0.9977685,0.001531008,0.00008532307,0.0001051864,0.0004291198,0.000005970639,0.000009178164,0.00001152851,0.00005417553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141429,"threshold_uncertainty_score":0.9971857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065900126722909,"score_gpt":0.2979367786161912,"score_spread":0.2772777773489621,"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."}}