{"id":"W2312801091","doi":"10.2174/138161210794079182","title":"Antibody Epitope Exposure and Neutralization of HIV-1","year":2010,"lang":"en","type":"review","venue":"Current Pharmaceutical Design","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research; National Institutes of Health; Simon Fraser University","keywords":"Epitope; Virology; Antibody; Monoclonal antibody; Neutralization; Biology; Neutralizing antibody; Antigen; HIV vaccine; Glycoprotein; Viral envelope; Virus; Vaccine trial; Immunology; Human immunodeficiency virus (HIV); Molecular 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003377278,0.0003646061,0.00106225,0.0001713693,0.00009115432,0.00001886535,0.0002455758,0.0004473498,0.0006269165],"category_scores_gemma":[0.0001050443,0.0002631682,0.0002192299,0.0001766432,0.0003739009,0.00005802242,0.0001058476,0.0009958844,0.001236554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002534407,"about_ca_system_score_gemma":0.0001988072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.795792e-7,"about_ca_topic_score_gemma":1.032876e-7,"domain_scores_codex":[0.9977695,0.000809762,0.0005108301,0.0004160931,0.00006350865,0.00043029],"domain_scores_gemma":[0.9988661,0.0005288951,0.0001613366,0.0002691832,0.00006942065,0.0001050413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000327586,0.0003114774,0.00003806993,0.004613954,0.0002202998,0.00000745282,0.00002617803,9.058535e-8,0.001829319,0.0003083656,0.001081177,0.9915308],"study_design_scores_gemma":[0.0007930442,0.0001691818,0.00001187971,0.001734863,0.0007745025,0.00006011438,0.000001939353,0.000002276605,0.0007677102,0.00001610882,0.995452,0.0002163287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001411679,0.9951088,0.002435617,0.00001650717,0.0008095478,0.001128469,0.0003431138,0.00003626379,0.0001075688],"genre_scores_gemma":[0.0002257591,0.996638,0.00007966576,0.000004580389,0.00005959413,0.00008539027,0.002698726,0.00003002993,0.0001782411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9943709,"threshold_uncertainty_score":0.9999821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494527684275166,"score_gpt":0.447191359476144,"score_spread":0.2977385910486274,"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."}}