{"id":"W3111979302","doi":"10.1136/gutjnl-2020-321190","title":"Hepatitis C reference viruses highlight potent antibody responses and diverse viral functional interactions with neutralising antibodies","year":2020,"lang":"en","type":"article","venue":"Gut","topic":"Hepatitis C virus research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helmholtz-Alberta Initiative; Medizinischen Hochschule Hannover; Deutsche Forschungsgemeinschaft","keywords":"Neutralization; Virology; Antibody; Biology; Hepatitis C virus; Polyclonal antibodies; Virus; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007888801,0.0001608318,0.0002484955,0.0001394667,0.0002248325,0.00007688231,0.00006426001,0.00004986951,0.0003527157],"category_scores_gemma":[0.0002392664,0.0001272658,0.00004031776,0.0001952104,0.0002026427,0.000321306,0.0001079753,0.0003120487,0.0001676231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005655292,"about_ca_system_score_gemma":0.0001356625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123173,"about_ca_topic_score_gemma":0.0003792353,"domain_scores_codex":[0.998692,0.00009524798,0.0001971316,0.000347126,0.0004008538,0.0002676448],"domain_scores_gemma":[0.999195,0.0001482859,0.0000526297,0.0001739318,0.0001719294,0.0002582244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002180493,0.00009865512,0.8439734,0.0001089058,0.0001616594,0.0006490163,0.0008035127,0.000009476955,0.1419865,0.0007751892,0.004936414,0.00431679],"study_design_scores_gemma":[0.001281618,0.0008824247,0.91618,0.00021242,0.00009722359,0.0001192614,0.0002929434,0.000426445,0.007675674,0.00002021331,0.07257826,0.0002335789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893666,0.0001410529,0.0004490462,0.005824905,0.0000931764,0.00023243,0.0001052524,0.0001127441,0.003674827],"genre_scores_gemma":[0.9957746,0.0008130255,0.0009066403,0.001618879,0.0001920186,0.00001046114,0.00006900216,0.00002268335,0.0005926488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1343108,"threshold_uncertainty_score":0.5189749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170602844551161,"score_gpt":0.363251621048215,"score_spread":0.2461913365930988,"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."}}