{"id":"W7132947221","doi":"","title":"Antibodies in Infectious Diseases: HIV Biomarker Discoveries, Complement Enhanced SARS-CoV-2 Neutralization and Vaccine Generation","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neutralization; Antibody; Immune system; Human immunodeficiency virus (HIV); Viral entry; Titer; Infectious disease (medical specialty); HIV vaccine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000417581,0.0003287481,0.0002604624,0.0004457248,0.0001839103,0.000729217,0.0002948461,0.0005658209,0.002658748],"category_scores_gemma":[0.0002375231,0.0001840004,0.0002394758,0.0003118761,0.0003319087,0.0005886845,0.0003459223,0.0008774938,0.0008059334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006237053,"about_ca_system_score_gemma":0.0005561175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000363475,"about_ca_topic_score_gemma":0.001055809,"domain_scores_codex":[0.9998912,0.00002286695,0.000005514604,0.00001715101,0.00004210386,0.00002125207],"domain_scores_gemma":[0.999915,0.00001820456,0.00001437038,0.000005035313,0.00003348956,0.00001385046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002967873,0.000597354,0.002551555,0.00429199,0.00008498055,0.0004633197,0.00046,0.003008446,0.311507,0.04894104,0.05804089,0.5697566],"study_design_scores_gemma":[0.00006468075,0.001683433,0.005327798,0.001550489,0.0001018692,0.001092653,0.0003488257,0.002132587,0.2268007,0.02233713,0.7385128,0.00004720809],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09591284,0.836329,0.01810573,0.01511093,0.00295842,0.0002918572,0.0004356603,0.0002685733,0.03058686],"genre_scores_gemma":[0.2874609,0.5815437,0.02498703,0.005082768,0.001757218,0.0003185321,0.0005946935,0.00006121505,0.09819398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002658748,"threshold_uncertainty_score":0.008894444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508991020234787,"score_gpt":0.4045518379967296,"score_spread":0.3594619277943817,"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."}}