{"id":"W2904830298","doi":"10.1093/cid/ciy1082","title":"Liver-related Events in Human Immunodeficiency Virus–infected Persons With Occult Cirrhosis","year":2018,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; Merck","keywords":"Medicine; Occult; Cirrhosis; Virology; Human immunodeficiency virus (HIV); Viral disease; Hepatitis C virus; Immunology; Virus; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005712601,0.0002726652,0.0001951807,0.0006892292,0.0004176407,0.0004869323,0.0004268981,0.0002830726,0.001271386],"category_scores_gemma":[0.002464436,0.0002092952,0.0004263438,0.0008934486,0.000314423,0.0002465514,0.0003980872,0.000469893,0.00009468591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008895916,"about_ca_system_score_gemma":0.001168958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06494947,"about_ca_topic_score_gemma":0.06830691,"domain_scores_codex":[0.9997548,0.00005701115,0.00001820544,0.00003741029,0.00006575687,0.00006668331],"domain_scores_gemma":[0.9984171,0.00035683,0.0008171651,0.00006375746,0.0001393077,0.0002058261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009194997,0.000006328389,0.9989533,0.000010728,0.00002276951,0.00004144953,0.00001828243,0.00009135038,0.0000299854,0.00001098719,0.00002786715,0.0006948806],"study_design_scores_gemma":[0.000005745904,0.00003949579,0.9987773,0.00001488526,0.00003430475,0.0002690495,0.0000389088,0.0006449983,0.00004485411,0.00002508942,0.0001026329,0.000002659768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985939,0.0006005595,0.0001077611,0.0000357654,0.000003019469,0.00001246563,0.0002818131,0.000004069545,0.000360754],"genre_scores_gemma":[0.9994678,0.0002024407,0.0000614173,0.000007281506,0.000004287142,0.000003157193,0.0002118138,6.552455e-7,0.00004127072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06494947,"threshold_uncertainty_score":0.1291428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612280221527273,"score_gpt":0.3405139219158766,"score_spread":0.3143911197006039,"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."}}