{"id":"W2947336163","doi":"10.3390/v11060487","title":"Quantifying Anti-HIV Envelope-Specific Antibodies in Plasma from HIV Infected Individuals","year":2019,"lang":"en","type":"article","venue":"Viruses","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Antibody; Epitope; Flow cytometry; Virology; Biology; Viral envelope; Antigen; Molecular biology; Immunology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001472915,0.0002166721,0.0003873122,0.0002821998,0.0001132429,0.00004643822,0.0002291492,0.0002009956,0.003517247],"category_scores_gemma":[0.00006610384,0.0001780891,0.00006170133,0.0002158716,0.0001107721,0.000192054,0.0001484599,0.0003066201,0.04163032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004556133,"about_ca_system_score_gemma":0.00007536322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004207462,"about_ca_topic_score_gemma":0.0001614516,"domain_scores_codex":[0.9984908,0.0002319869,0.0002929687,0.0004028124,0.00006483868,0.000516652],"domain_scores_gemma":[0.9990869,0.0004467013,0.00007443818,0.0003297075,0.00003132485,0.00003093729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005815901,0.0001634746,0.7701845,0.000007600016,0.0001565704,0.00002312051,0.0004146358,0.000004536267,0.2243775,0.000161122,0.003499569,0.0009491554],"study_design_scores_gemma":[0.002039057,0.00006054382,0.7301595,0.00006796606,0.000008692783,0.000005204167,0.0001866176,6.511119e-7,0.1446617,0.00002181323,0.1226118,0.0001765584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937665,0.003376894,0.000006260331,0.00009897587,0.0003170045,0.0003253799,0.0007643224,0.00009633842,0.001248364],"genre_scores_gemma":[0.9972512,0.0009955057,0.0001435069,0.00008066263,0.00002190253,0.00002031744,0.0008069735,0.00002138189,0.0006585959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191122,"threshold_uncertainty_score":0.9973937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05669248805100652,"score_gpt":0.2989536140005634,"score_spread":0.2422611259495569,"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."}}