{"id":"W4307451954","doi":"10.1093/cid/ciac835","title":"Broadly Neutralizing Antibodies for Human Immunodeficiency Virus Treatment: Broad in Theory, Narrow in Reality","year":2022,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Antibody; Antiretroviral therapy; Immunology; Virology; Clinical trial; Neutralizing antibody; Virus; Intensive care medicine; Viral load; Internal medicine","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":[0.006025323,0.0008132736,0.001365222,0.001095697,0.0005864202,0.002941954,0.001056847,0.003084988,0.001835914],"category_scores_gemma":[0.003700297,0.0002202694,0.0005563388,0.0006107981,0.002754853,0.004002404,0.001625433,0.005238208,0.001176462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009753912,"about_ca_system_score_gemma":0.001334883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003448509,"about_ca_topic_score_gemma":0.0006338186,"domain_scores_codex":[0.9977963,0.001019262,0.0002559386,0.0002098726,0.0005765146,0.0001420753],"domain_scores_gemma":[0.998027,0.00123536,0.0002103574,0.00008955678,0.0002932304,0.0001444642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003198793,0.0001973279,0.001837054,0.01035194,0.000185487,0.0009979246,0.000422975,0.0007044872,0.006654414,0.1301101,0.08168936,0.766529],"study_design_scores_gemma":[0.00004091975,0.0005184013,0.001064718,0.003783385,0.0001146312,0.003241593,0.0002610828,0.0002721037,0.001116165,0.04828935,0.9412546,0.00004292322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0006109152,0.9725499,0.003096833,0.01773574,0.00284152,0.00001661662,0.00001891049,0.0000246594,0.003104996],"genre_scores_gemma":[0.0129603,0.9361696,0.008108523,0.02710261,0.0127075,0.00007211632,0.00006922645,0.00002945431,0.002780574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006025323,"threshold_uncertainty_score":0.03186536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06223712399214427,"score_gpt":0.4107340832861842,"score_spread":0.3484969592940399,"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."}}