{"id":"W7162133192","doi":"10.82308/30838","title":"Evolution of anti-HIV Envelope-specific antibody concentration and antibody-dependent functionality in HIV primary infection before and after ART initiation","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antibody-dependent cell-mediated cytotoxicity; Antibody; Immune system; Innate immune system; Phagocytosis; Human immunodeficiency virus (HIV); Complement system; Cytotoxicity; Vaccine trial","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":[0.0003992976,0.0002141098,0.0004842306,0.0004683211,0.0003301493,0.000746716,0.0003264106,0.0004719866,0.002388052],"category_scores_gemma":[0.001256953,0.0002180902,0.0002027889,0.0004340295,0.0002077373,0.0003339091,0.0002049576,0.000556241,0.0004157767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287486,"about_ca_system_score_gemma":0.0004796101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739186,"about_ca_topic_score_gemma":0.01107567,"domain_scores_codex":[0.9997439,0.000033234,0.000008869465,0.00006149534,0.00005705621,0.00009546182],"domain_scores_gemma":[0.9993778,0.0001112821,0.0001376201,0.00003729469,0.0001887804,0.0001471061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007172532,0.0005085407,0.6438243,0.0001861333,0.0001528405,0.001206158,0.001057131,0.0008276881,0.3095141,0.0003443735,0.0007939995,0.03441212],"study_design_scores_gemma":[0.00001225894,0.0007563018,0.9865227,0.00000765898,0.00002483633,0.0003022219,0.00008584456,0.0004256402,0.01126722,0.00002896299,0.0005572056,0.000009114828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955505,0.001544612,0.0001858497,0.00003782014,0.000008576113,0.00002851179,0.001034737,0.00003116167,0.001578134],"genre_scores_gemma":[0.9974521,0.0002505911,0.0001514487,0.00004810972,0.000007802297,0.00001672207,0.0007713751,0.000003913167,0.00129781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739186,"threshold_uncertainty_score":0.03458124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026140416082906,"score_gpt":0.2657043943431998,"score_spread":0.2554429901823707,"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."}}