{"id":"W4200320725","doi":"10.1101/2021.12.16.21267870","title":"Pathogenic CD8 T cells defined by longitudinal liver sampling in chronic hepatitis B patients starting antiviral therapy","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"CD8; Pathogenesis; Immunology; Cirrhosis; Immune system; Cytotoxic T cell; Hepatocyte; Population; T cell; Biology; Medicine; Internal medicine; In vitro","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":[0.0003108567,0.0001306037,0.0001629527,0.0002662742,0.0001833807,0.0003080214,0.00008134213,0.0002256152,0.000668387],"category_scores_gemma":[0.0006498205,0.0001069054,0.00008363828,0.0001293,0.0001362708,0.0001346432,0.0001955009,0.0002303068,0.0001664957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00012154,"about_ca_system_score_gemma":0.00007821963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000404382,"about_ca_topic_score_gemma":0.0003316831,"domain_scores_codex":[0.9998692,0.00004201021,0.00001170515,0.00003391517,0.00001701057,0.00002606484],"domain_scores_gemma":[0.9997401,0.00006548031,0.00007002705,0.00001839518,0.00002987877,0.00007610865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002545595,0.0002267328,0.892258,0.00003095119,0.00002434268,0.0007942724,0.0005602089,0.0002139774,0.08787572,0.00006785733,0.0002163041,0.01518598],"study_design_scores_gemma":[0.00007446374,0.002227953,0.9784688,0.00001608606,0.00004271572,0.003060977,0.0004371499,0.001508849,0.01284888,0.0001227079,0.001182528,0.000008755002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996195,0.00008591507,0.0000980011,0.000009306158,0.000001395464,0.000004323487,0.00003604238,0.00000321664,0.0001423328],"genre_scores_gemma":[0.9995769,0.0000253646,0.0001347009,0.00002335892,0.000004376171,0.000007479593,0.0001154973,0.000001337537,0.0001109279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000668387,"threshold_uncertainty_score":0.002235949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442965875916113,"score_gpt":0.2876107028969495,"score_spread":0.2433141153053382,"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."}}