{"id":"W2071783872","doi":"10.1371/journal.pone.0010254","title":"Anti-V3 Monoclonal Antibodies Display Broad Neutralizing Activities against Multiple HIV-1 Subtypes","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; York University; Center for AIDS Research, University of Washington; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation; U.S. Department of Veterans Affairs","keywords":"Neutralization; Virology; V3 loop; Monoclonal antibody; Antibody; Biology; Glycoprotein; Neutralizing antibody; Virus; Epitope; Molecular biology; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009844976,0.0001984614,0.0003354928,0.0001079546,0.0003229423,0.00003781303,0.0001921691,0.0001775629,0.0002762437],"category_scores_gemma":[0.00007391765,0.0001652407,0.00008499994,0.00007120888,0.0003092165,0.0001641766,0.00009867146,0.0005040426,0.00231645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001989452,"about_ca_system_score_gemma":0.00005345366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001117119,"about_ca_topic_score_gemma":0.0003491677,"domain_scores_codex":[0.9988561,0.00005974936,0.0001695605,0.0002993158,0.00007491143,0.0005403324],"domain_scores_gemma":[0.9993683,0.0001788466,0.00005692754,0.0002930348,0.0000500908,0.00005279281],"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":[0.00008092068,0.001218402,0.2640277,0.00003347986,0.0005957612,0.00002010329,0.0002607355,7.563004e-7,0.7324309,0.0001114378,0.0006576715,0.0005621554],"study_design_scores_gemma":[0.001329227,0.0001073723,0.1422887,0.0000635766,0.00007408622,0.000009944461,0.000152732,0.00001996092,0.8518633,0.00001852366,0.003848878,0.0002236877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966227,0.0008014461,0.000003723258,0.0004142677,0.0001548731,0.0002482326,0.0003155548,0.0001656514,0.001273576],"genre_scores_gemma":[0.9947851,0.0003471319,0.0004924685,0.00005140293,0.00007130575,0.00004359896,0.000526667,0.00002890826,0.003653445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121739,"threshold_uncertainty_score":0.9984604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951714903981032,"score_gpt":0.249149084102913,"score_spread":0.2196319350631027,"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."}}