{"id":"W4391810908","doi":"10.1097/hep.0000000000000797","title":"Promise and pitfalls of a natural killer cell signature for HCC detection in patients with HCV with sustained virological response","year":2024,"lang":"en","type":"letter","venue":"Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Hepatitis C virus; Signature (topology); Immunology; Virology; Internal medicine; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005786717,0.0005556727,0.001105953,0.001625483,0.0003157366,0.002517741,0.0009830372,0.001339261,0.001303422],"category_scores_gemma":[0.01107943,0.0003099059,0.0005497791,0.0006861067,0.0006494729,0.002527868,0.0008491222,0.002307983,0.000834611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006704147,"about_ca_system_score_gemma":0.00049769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005828456,"about_ca_topic_score_gemma":0.001180563,"domain_scores_codex":[0.9984535,0.0005899328,0.0001789658,0.0002749561,0.0003710192,0.000131539],"domain_scores_gemma":[0.9912021,0.003974897,0.0008296233,0.0007476564,0.002549785,0.000695946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003980187,0.0003512187,0.5239782,0.000794597,0.0003441916,0.000667496,0.0004381512,0.001465503,0.01259355,0.002259567,0.02423441,0.4288929],"study_design_scores_gemma":[0.0007049183,0.005233131,0.7267944,0.002752922,0.001380158,0.008104973,0.00290712,0.06584319,0.02316943,0.03134775,0.1312505,0.0005115143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.636788,0.2039974,0.02693978,0.09720926,0.01041229,0.0003216114,0.00277476,0.0009900922,0.02056682],"genre_scores_gemma":[0.9249241,0.0208429,0.02303869,0.01456291,0.01236633,0.0001564479,0.001426809,0.000136328,0.002545291],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005786717,"threshold_uncertainty_score":0.03060347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008550480150125135,"score_gpt":0.2567524040373553,"score_spread":0.2482019238872302,"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."}}