{"id":"W4245781185","doi":"10.1371/journal.pone.0004505","title":"International Network for Comparison of HIV Neutralization Assays: The NeutNet Report","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Fundación Para La Innovación Y La Prospectiva En Salud En España; Instituto de Salud Carlos III; Bill and Melinda Gates Foundation; Lunds Universitet; Fonds Wetenschappelijk Onderzoek; Vlaamse regering; Department of Science and Technology, Ministry of Science and Technology, India; Center for AIDS Research, University of Washington; University of Oxford; York University; Styrelsen för Internationellt Utvecklingssamarbete; Vetenskapsrådet; International AIDS Vaccine Initiative","keywords":"Virology; Infectivity; Virus; Neutralization; Peripheral blood mononuclear cell; Biology; In vitro toxicology; Antibody; Molecular biology; In vitro; Immunology; Genetics","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":[0.07968177,0.002205537,0.002060886,0.01263955,0.001470221,0.004432416,0.004331773,0.001812163,0.02892525],"category_scores_gemma":[0.06237726,0.001095161,0.001551085,0.01450505,0.001192688,0.002558563,0.007398071,0.002060445,0.01266662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003153377,"about_ca_system_score_gemma":0.01314489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008098348,"about_ca_topic_score_gemma":0.005522389,"domain_scores_codex":[0.9529001,0.02047771,0.006313697,0.003253305,0.01474321,0.002311977],"domain_scores_gemma":[0.917252,0.0141971,0.01152688,0.02046954,0.03150102,0.005053495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.007941094,0.00143427,0.1291493,0.005674808,0.00172339,0.0004791877,0.001196373,0.003439375,0.009325759,0.02491188,0.4681771,0.3465475],"study_design_scores_gemma":[0.001427131,0.001548453,0.135051,0.003738128,0.001104625,0.0008453836,0.0008354135,0.006394065,0.007280809,0.008339087,0.8332363,0.0001996317],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.05212656,0.0134732,0.1339757,0.006354192,0.00504953,0.02040172,0.5488489,0.008984701,0.2107854],"genre_scores_gemma":[0.1180971,0.004917326,0.2109791,0.001951031,0.0005241546,0.03079953,0.5934066,0.002444681,0.03688046],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07968177,"threshold_uncertainty_score":0.4214025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06840695590406952,"score_gpt":0.3113247749925481,"score_spread":0.2429178190884786,"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."}}