{"id":"W2070424067","doi":"10.1089/153685903321948021","title":"Development of Functional Human Monoclonal Single-Chain Variable Fragment Antibody Against HIV-1 from Human Cervical B Cells","year":2003,"lang":"en","type":"article","venue":"Hybridoma and Hybridomics","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Canadian Science Centre for Human and Animal Health","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Monoclonal antibody; Virology; Biology; Epitope; Antibody; Phage display; Recombinant DNA; Molecular biology; Single-chain variable fragment; clone (Java method); Immunoglobulin light chain; Flow cytometry; Gene; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000202798,0.0003632081,0.0002727354,0.0002035968,0.0001614468,0.0003569618,0.0003918846,0.0003536287,0.002235077],"category_scores_gemma":[0.0001586836,0.0001934795,0.0003219395,0.0001794323,0.00008540422,0.0001348479,0.0002585666,0.0005587901,0.001263816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075313,"about_ca_system_score_gemma":0.0002608146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269305,"about_ca_topic_score_gemma":0.001219113,"domain_scores_codex":[0.9998597,0.00001636512,0.00001192036,0.00003104808,0.00004775632,0.00003318319],"domain_scores_gemma":[0.9999344,0.00001028106,0.000005583071,0.00001066351,0.00002008841,0.00001886639],"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":[0.00003557082,0.00002842324,0.0002257452,0.00003666875,0.000005306674,0.00003242032,0.00001226194,0.00006761256,0.9965749,0.00004758858,0.0001254808,0.002808015],"study_design_scores_gemma":[0.00009546485,0.0005980511,0.009376462,0.00002981166,0.00006878305,0.0009192466,0.00004247052,0.002237264,0.9605922,0.00006673908,0.02596071,0.00001279287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965326,0.0034532,0.02119996,0.0002757279,0.00009990117,0.0005906991,0.003036487,0.000188771,0.005829182],"genre_scores_gemma":[0.9373737,0.003650841,0.03639242,0.0002766898,0.00004519504,0.0003576202,0.01324769,0.00005070073,0.008605176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002235077,"threshold_uncertainty_score":0.007477105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0366388263447839,"score_gpt":0.27973413632361,"score_spread":0.2430953099788261,"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."}}