{"id":"W2808494978","doi":"10.1016/j.bpg.2018.06.001","title":"Is PBC a viral infectious disease?","year":2018,"lang":"en","type":"review","venue":"Best Practice & Research Clinical Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Canadian Liver Foundation; Merck","keywords":"Immunology; Antibody; Medicine; Primary biliary cirrhosis; Proinflammatory cytokine; Biliary disease; Virus; Virology; Biology; Inflammation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006776681,0.0006516895,0.002973497,0.000570395,0.0003585873,0.0001610716,0.0009156627,0.0008098821,0.001316651],"category_scores_gemma":[0.0252414,0.0005142056,0.002053454,0.0005117886,0.002127961,0.0004239074,0.001592701,0.006115669,0.00814693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003435705,"about_ca_system_score_gemma":0.00236695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001810789,"about_ca_topic_score_gemma":0.00001324348,"domain_scores_codex":[0.9837465,0.009720653,0.002059079,0.001473306,0.001317999,0.001682447],"domain_scores_gemma":[0.9876259,0.005500867,0.0008550111,0.002388931,0.001609586,0.002019701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01451034,0.02275821,0.04769204,0.02037397,0.005336255,0.003272676,0.00006506679,2.432409e-8,1.224214e-7,0.0001082037,0.2109293,0.6749538],"study_design_scores_gemma":[0.001931951,0.01773778,0.001555705,0.005462131,0.005418416,0.0006760324,0.00003710359,0.000007935574,1.62478e-8,0.00007998499,0.966881,0.0002119772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001612882,0.9879831,0.00002624694,0.00315594,0.0009925842,0.002522118,0.0002023094,0.0001003387,0.003404472],"genre_scores_gemma":[0.0002495463,0.9896259,0.0002331689,0.003642208,0.003027306,0.0003477027,0.0002666148,0.0001392218,0.00246838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7559516,"threshold_uncertainty_score":0.9997309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2932083281456513,"score_gpt":0.5736965673529236,"score_spread":0.2804882392072723,"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."}}