{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008723543,0.0005327287,0.0004172499,0.000407687,0.0001507269,0.0002890798,0.0003413735,0.00044967,0.0007324594],"category_scores_gemma":[0.00057493,0.0001882522,0.0003422182,0.0002603341,0.0002672914,0.0001869925,0.0003003018,0.0004696959,0.0002330179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055673,"about_ca_system_score_gemma":0.0001507785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005160236,"about_ca_topic_score_gemma":0.0007788074,"domain_scores_codex":[0.9992571,0.0001474923,0.00006266395,0.0001131721,0.0002411612,0.0001783459],"domain_scores_gemma":[0.9994528,0.0002228468,0.00007689262,0.00006198503,0.0001252414,0.00006029388],"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":[0.0005334146,0.0001632721,0.008641371,0.0000866758,0.00006778639,0.00008987964,0.0000457067,0.000262267,0.9781798,0.00007514468,0.0001628085,0.01169202],"study_design_scores_gemma":[0.0003655612,0.006518192,0.1310868,0.00006823603,0.0003646531,0.005178665,0.00008657778,0.002931508,0.8477402,0.0002685421,0.005369432,0.00002176464],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946255,0.002161209,0.001707262,0.0000351876,0.00001071483,0.00003557516,0.0001084142,0.00007473287,0.001241452],"genre_scores_gemma":[0.9961388,0.0006910663,0.002153451,0.0001170919,0.00002694453,0.00004386156,0.0003518433,0.00001063046,0.000466496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008723543,"threshold_uncertainty_score":0.004613519,"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."}}