{"id":"W4399328698","doi":"10.1101/2024.06.02.24308281","title":"Three families of CD4-induced antibodies are associated with the capacity of plasma from people living with HIV to mediate ADCC in presence of CD4-mimetics","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Antibody-dependent cell-mediated cytotoxicity; Antibody; Human immunodeficiency virus (HIV); Virology; Immunology; Biology","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":[0.0001877981,0.0002579548,0.0002773712,0.0005942828,0.0003121825,0.0004712662,0.0001983534,0.0003907493,0.002480792],"category_scores_gemma":[0.0008216324,0.0001669214,0.0002119189,0.000321088,0.000175445,0.0001724439,0.000280332,0.0004217477,0.0002439187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185117,"about_ca_system_score_gemma":0.00008032695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007976179,"about_ca_topic_score_gemma":0.0005425835,"domain_scores_codex":[0.9997374,0.00004007021,0.00003036725,0.00005915254,0.0000657408,0.00006719117],"domain_scores_gemma":[0.9994444,0.0001229729,0.0001598338,0.00004607396,0.0001507216,0.00007587644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003141434,0.0004715708,0.6596227,0.000251754,0.0001744363,0.001569547,0.001075637,0.0002123043,0.3030519,0.0002326914,0.0007073481,0.02948868],"study_design_scores_gemma":[0.00004553864,0.001752715,0.9433606,0.00002674425,0.0001372528,0.003987805,0.0004189008,0.0005325549,0.04750752,0.0001332012,0.002083101,0.00001400065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986653,0.000355853,0.0001655865,0.0000196509,0.000004055285,0.00001645223,0.0001871358,0.000009551415,0.0005762999],"genre_scores_gemma":[0.9991931,0.00006177645,0.0001180895,0.00002098317,0.000005823971,0.00001199305,0.0002103415,0.000002215646,0.0003756915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002480792,"threshold_uncertainty_score":0.008299112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423532775149715,"score_gpt":0.2477295840826139,"score_spread":0.2234942563311168,"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."}}