{"id":"W2581575342","doi":"10.1111/imr.12484","title":"Identification and specificity of broadly neutralizing antibodies against <scp>HIV</scp>","year":2017,"lang":"en","type":"review","venue":"Immunological Reviews","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Allergy and Infectious Diseases; International AIDS Vaccine Initiative; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Antibody; Virology; Flow cytometry; Context (archaeology); Neutralization; Immunology; Biology; AIDS Vaccines; Neutralizing antibody; Identification (biology); Human immunodeficiency virus (HIV); HIV vaccine; Computational biology; Vaccine trial","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":[0.0006122473,0.0006781827,0.0007958976,0.001469007,0.0001922394,0.0009681885,0.0005879203,0.0007483263,0.003372191],"category_scores_gemma":[0.0005707711,0.0002271577,0.0003399813,0.0008166704,0.0004068945,0.0008410497,0.0005065809,0.00150303,0.003234052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005380366,"about_ca_system_score_gemma":0.0008801348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006206521,"about_ca_topic_score_gemma":0.0007703122,"domain_scores_codex":[0.9997875,0.0000293764,0.00002144813,0.0000302496,0.00009871523,0.00003279153],"domain_scores_gemma":[0.9997864,0.00006596239,0.00003709992,0.000008395675,0.00007782163,0.00002435967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006118043,0.00006434852,0.0003297314,0.0110519,0.00004022214,0.0002111958,0.00006816025,0.0002710099,0.018912,0.006587858,0.01883491,0.9435675],"study_design_scores_gemma":[0.000008354857,0.00009968496,0.0009818031,0.00161684,0.00004175939,0.001438501,0.00004463182,0.00006968941,0.007888107,0.001262157,0.9865336,0.00001481211],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006719241,0.9936544,0.0005677034,0.0003362861,0.0002640217,0.00001729372,0.00005012199,0.0000184869,0.004419782],"genre_scores_gemma":[0.00396832,0.9922519,0.0007632789,0.0002755797,0.0001578169,0.00002088606,0.0001122226,0.000004473177,0.002445434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003372191,"threshold_uncertainty_score":0.01128113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653544184240172,"score_gpt":0.396685753672872,"score_spread":0.2313313352488548,"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."}}