{"id":"W2135778126","doi":"10.1111/liv.12861","title":"Sorting out cirrhosis: mechanisms of non‐response to hepatitis C therapy","year":2015,"lang":"en","type":"review","venue":"Liver International","topic":"Hepatitis C virus research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto","funders":"Gilead Sciences","keywords":"Cirrhosis; Medicine; Intensive care medicine; Drug; Hepatitis C; Internal medicine; Pharmacology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001103623,0.0003144755,0.00122835,0.0006965363,0.00002966673,0.00003762245,0.0005601312,0.0002510276,0.00167752],"category_scores_gemma":[0.000741345,0.0002671918,0.0004345693,0.0002332645,0.00004755109,0.0000836267,0.0002488372,0.000417273,0.001262921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005147686,"about_ca_system_score_gemma":0.0009651966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003445761,"about_ca_topic_score_gemma":0.00004211484,"domain_scores_codex":[0.9968296,0.0002495313,0.0007963515,0.0004331074,0.001393116,0.0002983397],"domain_scores_gemma":[0.9979414,0.0002563106,0.0003296109,0.0004286103,0.0007519698,0.0002920993],"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":[0.0002573519,0.0001257371,0.0001142907,0.0009943554,0.0005718371,0.0001565776,0.0004203488,3.366033e-7,0.00007956624,0.0001638986,0.003695184,0.9934205],"study_design_scores_gemma":[0.0006004191,0.0004331532,0.0001462691,0.006673579,0.0001229561,0.0000346392,0.00001320334,0.00009125053,0.0001077135,0.00008035915,0.9914756,0.0002208532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004195227,0.9805264,0.003306873,0.0003477896,0.001304922,0.002202817,0.0005362055,0.0000717538,0.01128373],"genre_scores_gemma":[0.000773543,0.9897914,0.002882729,0.0002814179,0.000367579,0.0002702173,0.000190894,0.00008514733,0.005357055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9931996,"threshold_uncertainty_score":0.999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438237594700411,"score_gpt":0.441144932506061,"score_spread":0.2973211730360199,"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."}}