{"id":"W4293724778","doi":"10.3390/v14091927","title":"Comparing Current and Next-Generation Humanized Mouse Models for Advancing HIV and HIV/Mtb Co-Infection Studies","year":2022,"lang":"en","type":"article","venue":"Viruses","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McMaster University","funders":"Faculdade de Ciências da Saúde, Universidade de Macau; Canadian Institutes of Health Research; Michael G. DeGroote Institute for Infectious Disease Research, McMaster University; McMaster University","keywords":"Humanized mouse; Immune system; Immunology; Tuberculosis; Mycobacterium tuberculosis; Disease; Human immunodeficiency virus (HIV); Biology; Virology; Genetically modified mouse; Medicine; Transgene; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004488076,0.00009801585,0.0003052855,0.0001175639,0.0004143138,0.00001889193,0.00002295767,0.00001976548,0.00001343133],"category_scores_gemma":[0.0003218062,0.00008641423,0.00003135464,0.00005268693,0.00005523352,0.0001871995,0.00008962538,0.0001481365,0.000001926922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009675551,"about_ca_system_score_gemma":0.00002279259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006715293,"about_ca_topic_score_gemma":0.00007224386,"domain_scores_codex":[0.999123,0.000111703,0.000196948,0.0002324968,0.0001158097,0.0002200676],"domain_scores_gemma":[0.9995022,0.0002112958,0.00005227387,0.00009459678,0.00005701071,0.00008263103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00196969,0.0005837605,0.3216574,0.001291745,0.000735475,0.00001090905,0.004943945,0.01601052,0.5159864,0.005427712,0.1001539,0.03122859],"study_design_scores_gemma":[0.008393299,0.001527705,0.009074133,0.0001224987,0.0003035773,0.00008561738,0.001930175,0.845838,0.01975419,0.001733558,0.1107122,0.0005250789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881951,0.007986624,0.002556059,0.000583177,0.0001136064,0.000450009,0.0000238406,0.00005516802,0.00003639409],"genre_scores_gemma":[0.9937193,0.004381896,0.0005841231,0.000673439,0.0002250353,0.0002506882,0.00007698027,0.00001629006,0.00007221958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8298275,"threshold_uncertainty_score":0.352387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3345983519987833,"score_gpt":0.4374631398165451,"score_spread":0.1028647878177617,"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."}}