{"id":"W4321376749","doi":"10.3389/fsysb.2023.1045754","title":"Illuminating HBV with multi-scale modeling","year":2023,"lang":"en","type":"article","venue":"Frontiers in Systems Biology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Business, Innovation and Employment; York University","keywords":"Immune system; Biology; Terrain; Blood stream; Immunology; Computational biology; Cell biology; Medicine; Ecology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004638762,0.0007224759,0.0008708261,0.0005251727,0.000536883,0.001789169,0.001003863,0.001655086,0.003365008],"category_scores_gemma":[0.001847738,0.0004997265,0.00114828,0.0004041418,0.000739096,0.00106214,0.001426873,0.001052912,0.0005072651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006295296,"about_ca_system_score_gemma":0.0009773863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370752,"about_ca_topic_score_gemma":0.00680168,"domain_scores_codex":[0.9997968,0.0000754268,0.00001063357,0.00003552189,0.00004787333,0.00003378836],"domain_scores_gemma":[0.9992927,0.0003617034,0.0001159247,0.00005940532,0.0001027047,0.00006755621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003715458,0.00003794104,0.003387733,0.0001436988,0.00007389563,0.0001630888,0.00006824928,0.9620765,0.001758502,0.02411786,0.001781049,0.006354266],"study_design_scores_gemma":[0.000006629735,0.000008063599,0.000305236,0.00001533131,0.00001136985,0.00001752279,0.00002339925,0.9899673,0.0001243795,0.00730604,0.002206855,0.00000792648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1753634,0.009604176,0.7471963,0.008095869,0.001082048,0.0001880901,0.002100023,0.00210676,0.05426338],"genre_scores_gemma":[0.9062724,0.004873756,0.07389869,0.0009345469,0.0004807434,0.0003173099,0.001247665,0.0004881036,0.01148688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01370752,"threshold_uncertainty_score":0.02725548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03892652439477444,"score_gpt":0.2948772754900283,"score_spread":0.2559507510952539,"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."}}