{"id":"W1594381395","doi":"10.1002/jmv.23813","title":"Establishing diagnostic criteria for occult hepatitis B virus infections in community based populations","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Manitoba","funders":"Gilead Sciences","keywords":"Occult; HBsAg; Hepatitis B virus; Primer (cosmetics); Serology; Virology; Population; Orthohepadnavirus; Medicine; Hepatitis B; Hepadnaviridae; HBeAg; Polymerase chain reaction; Virus; Immunology; Biology; Gene; Antibody; Pathology; Genetics","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001578941,0.0001248925,0.0005418541,0.0003300566,0.000205616,0.00002640837,0.0001906618,0.0002560947,0.001152589],"category_scores_gemma":[0.03368896,0.0001026826,0.00013544,0.0002079306,0.0002085482,0.0002221897,0.00006831976,0.001092039,0.00002169507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135572,"about_ca_system_score_gemma":0.000251673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02133208,"about_ca_topic_score_gemma":0.03887146,"domain_scores_codex":[0.9978381,0.0005263523,0.0008005043,0.00009191855,0.0004521176,0.000290961],"domain_scores_gemma":[0.9945379,0.00438229,0.0002430208,0.0001798729,0.0003484243,0.0003084749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005313764,0.0009111805,0.9677997,0.00009513451,0.00006049372,0.0001060371,0.0004369046,0.00002750533,0.0007050846,0.0001999091,0.02557785,0.004027067],"study_design_scores_gemma":[0.002893064,0.001480977,0.981262,0.0002934404,0.0001051626,0.0002639419,0.00005123279,0.002802303,0.00004982282,0.001762741,0.008939251,0.00009611745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964723,0.0001864669,0.008842479,0.02494691,0.0007693325,0.0003577474,0.00001905838,0.00001731457,0.0001376943],"genre_scores_gemma":[0.9909278,0.0004323921,0.002546158,0.00556994,0.0003934499,0.00008173598,0.00002036022,0.00001658979,0.00001155987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03211002,"threshold_uncertainty_score":0.9997605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.066690945735177,"score_gpt":0.3767699191026402,"score_spread":0.3100789733674632,"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."}}