{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002465374,0.0008461105,0.0007971374,0.001534123,0.0004327891,0.001697271,0.001012274,0.001291148,0.004924707],"category_scores_gemma":[0.0008070928,0.0004428969,0.0007157387,0.0005144115,0.0006050339,0.001333399,0.000735726,0.002318938,0.00125296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006099737,"about_ca_system_score_gemma":0.0005399822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000585533,"about_ca_topic_score_gemma":0.001066504,"domain_scores_codex":[0.9987457,0.0003576372,0.0001460268,0.0002316517,0.0003184594,0.0002005318],"domain_scores_gemma":[0.9992881,0.0001307276,0.000151405,0.0001352024,0.0001176085,0.0001769218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00207673,0.001559682,0.003057233,0.001032822,0.0001465213,0.0004360013,0.0002184886,0.0007307127,0.9584633,0.004762772,0.003072421,0.02444335],"study_design_scores_gemma":[0.000774273,0.01275695,0.01354121,0.0009816637,0.0008136,0.005428992,0.0005640347,0.005123072,0.8355517,0.003371545,0.1209378,0.0001550783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7533235,0.04458956,0.1593203,0.003894194,0.002218113,0.002024721,0.01261982,0.003013806,0.01899596],"genre_scores_gemma":[0.812901,0.03860235,0.107482,0.001929174,0.0003817921,0.004577144,0.01282193,0.0007611742,0.02054344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004924707,"threshold_uncertainty_score":0.01647478,"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."}}