{"id":"W2884810774","doi":"10.1371/journal.pone.0194285","title":"Prevalent hepatitis B surface antigen among first-time blood donors in Gabon","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Seroprevalence; HBsAg; Medicine; Hepatocellular carcinoma; Hepatitis B virus; Population; Hepatitis B; Epidemiology; Cirrhosis; Immunology; Internal medicine; Serology; Antibody; Virus; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0007921966,0.0005962839,0.0003246992,0.001257297,0.0006886809,0.0007900199,0.0003801526,0.0005377911,0.001388006],"category_scores_gemma":[0.0008578243,0.0004196621,0.0002437768,0.0007761373,0.0004644536,0.0004109154,0.0004785029,0.0003311883,0.0002133983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009471601,"about_ca_system_score_gemma":0.0006886189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04745264,"about_ca_topic_score_gemma":0.07576492,"domain_scores_codex":[0.9997523,0.00006038089,0.00002576342,0.00005194819,0.00003553769,0.00007409127],"domain_scores_gemma":[0.9997119,0.00003808301,0.0001098548,0.00001617738,0.00003857847,0.00008534416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001344604,0.00007232846,0.9899923,0.0001099723,0.00003361456,0.0006519433,0.00245612,0.00003803631,0.001864798,0.00007928377,0.0001444746,0.00442267],"study_design_scores_gemma":[0.00001318356,0.0002147792,0.9940381,0.0001002919,0.00003787684,0.001108026,0.003449989,0.0001211186,0.0001648004,0.00003966182,0.0006998247,0.0000122432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988416,0.000864924,0.00001897151,0.0000531754,0.000005361615,0.000005083106,0.00004002617,0.000001636825,0.0001693397],"genre_scores_gemma":[0.9988439,0.0006396865,0.00007120321,0.0000589043,0.00000367935,0.00000525988,0.00007839102,0.000001076707,0.0002978887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04745264,"threshold_uncertainty_score":0.09435284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307763276031302,"score_gpt":0.2376734824898059,"score_spread":0.2068971548866757,"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."}}