{"id":"W2148366966","doi":"10.1128/jvi.75.14.6692-6699.2001","title":"Identification and Characterization of a Peptide That Specifically Binds the Human, Broadly Neutralizing Anti-Human Immunodeficiency Virus Type 1 Antibody b12","year":2001,"lang":"en","type":"article","venue":"Journal of Virology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Epitope; Biology; Peptide library; Peptide; Phage display; Monoclonal antibody; Antibody; Molecular biology; Virology; Recombinant DNA; Peptide sequence; Biochemistry; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005435225,0.000121457,0.0003058342,0.0002053262,0.0002753715,0.00002597484,0.0002500233,0.0001456716,0.0002596152],"category_scores_gemma":[0.0000318167,0.00008115351,0.00008331288,0.0001556239,0.0003545055,0.0001571277,0.00005259255,0.0003233807,0.00006728614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002541527,"about_ca_system_score_gemma":0.00003836744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004356581,"about_ca_topic_score_gemma":0.00001116034,"domain_scores_codex":[0.9986941,0.0003036905,0.0005212531,0.0001475425,0.00007390735,0.0002595235],"domain_scores_gemma":[0.9989795,0.00007026157,0.000547338,0.0002090494,0.0001684063,0.00002544043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001581356,0.0002552515,0.04265548,0.000007109528,0.0001394668,0.00002850645,0.0002990885,0.000001810158,0.9550123,0.0004120616,0.00008412085,0.0009467211],"study_design_scores_gemma":[0.001074472,0.0008729786,0.8778119,0.00002060338,0.00006769031,0.0006891181,0.00009864848,0.000001828728,0.1129939,0.0001069326,0.006186909,0.00007501284],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973113,0.001369946,0.000174981,0.0005409317,0.0002432955,0.0001313702,0.00001498139,0.000007170013,0.0002060271],"genre_scores_gemma":[0.9973374,0.001971415,0.000007646956,0.00004644626,0.00004296848,0.000001801563,0.00008419047,0.00001030561,0.000497805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8420184,"threshold_uncertainty_score":0.3309344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956301511287563,"score_gpt":0.3121036686286666,"score_spread":0.282540653515791,"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."}}