{"id":"W2412473058","doi":"10.1097/qai.0000000000000804","title":"Brief Report","year":2015,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Antibody-dependent cell-mediated cytotoxicity; Antibody; Immunology; HIV vaccine; Human immunodeficiency virus (HIV); Virology; Biology; Vaccine trial; Monoclonal antibody","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001413795,0.0009727297,0.0007091158,0.001798064,0.001841015,0.003973026,0.002044905,0.002704302,0.5995529],"category_scores_gemma":[0.004058027,0.000349767,0.0006831211,0.001537388,0.0004999571,0.002195411,0.002804932,0.001935852,0.4168287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371718,"about_ca_system_score_gemma":0.00321053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982856,"about_ca_topic_score_gemma":0.00269991,"domain_scores_codex":[0.9986985,0.0001895807,0.0001112508,0.0002984233,0.0005420539,0.0001602299],"domain_scores_gemma":[0.9977259,0.0002424979,0.0001182399,0.0003182329,0.0008467052,0.000748457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001879877,0.0001118512,0.00113081,0.0004232647,0.00001638853,0.0007765493,0.0001593477,0.0000746278,0.0009129208,0.009601692,0.7184235,0.268181],"study_design_scores_gemma":[0.00000913919,0.00002975506,0.0004513307,0.00008346638,0.000004343303,0.0004988846,0.00006192729,0.00002153035,0.0001630509,0.001052353,0.9976196,0.000004686156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003793969,0.01497278,0.005182082,0.02121359,0.0372084,0.0007661196,0.01251413,0.001823991,0.902525],"genre_scores_gemma":[0.01506043,0.008904406,0.00375005,0.006733466,0.005538972,0.0003457376,0.0114315,0.000546968,0.9476884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4004471,"threshold_uncertainty_score":0.5711892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400971132204293,"score_gpt":0.2915187126716554,"score_spread":0.2575090013496124,"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."}}