{"id":"W4400068778","doi":"10.1097/hep.0000000000000948","title":"Bridging the gap: A new tool to down select HCV vaccine candidates","year":2024,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bridging (networking); Virology; Computational biology; Medicine; Computer science; Biology","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":[0.001236065,0.0008599721,0.001118427,0.001528515,0.0004941061,0.001898719,0.0009790391,0.001349039,0.009352431],"category_scores_gemma":[0.001773923,0.0005304471,0.0006030906,0.000599395,0.0007712539,0.002319533,0.001197113,0.003171171,0.003102427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000690278,"about_ca_system_score_gemma":0.0006284674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004162526,"about_ca_topic_score_gemma":0.0008329485,"domain_scores_codex":[0.9992002,0.0001648439,0.00004670925,0.0001202769,0.0003639735,0.0001039875],"domain_scores_gemma":[0.9994506,0.0001597184,0.00007559473,0.00007535482,0.0001401769,0.00009854711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001073167,0.001172361,0.002473196,0.0008891078,0.000164627,0.0005353494,0.0002823939,0.003225848,0.459129,0.02674098,0.04504799,0.4592659],"study_design_scores_gemma":[0.001027117,0.007878286,0.003896138,0.0008111236,0.0003497322,0.002755268,0.0003732376,0.02434443,0.2700091,0.02775132,0.6605666,0.0002377632],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2047165,0.1436644,0.5133234,0.04137757,0.008587535,0.0030034,0.00321636,0.003927493,0.07818323],"genre_scores_gemma":[0.4582949,0.0562506,0.4099613,0.02539575,0.002856747,0.002390072,0.002999681,0.0008690221,0.04098189],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009352431,"threshold_uncertainty_score":0.03128695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001589841358296,"score_gpt":0.3456694356563718,"score_spread":0.3156535372427889,"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."}}