{"id":"W3136856576","doi":"10.3390/vaccines9030271","title":"The Importance of Regulation in Natural Immunity to HIV","year":2021,"lang":"en","type":"review","venue":"Vaccines","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Human immunodeficiency virus (HIV); Immunology; Transmission (telecommunications); Biology; Immunity; Microbicides for sexually transmitted diseases; Virology; Immune system; Medicine; Environmental health; Population; Health services","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":[],"consensus_categories":[],"category_scores_codex":[0.0002253632,0.00014854,0.0006351565,0.00009775125,0.00008469695,0.000008159122,0.000231473,0.0001397841,0.0001588441],"category_scores_gemma":[0.0002147659,0.00008181892,0.000158421,0.0003126584,0.00002092006,0.00002047147,0.0001174646,0.0002839774,0.000286589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005541207,"about_ca_system_score_gemma":0.0001507059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004976343,"about_ca_topic_score_gemma":0.0004839644,"domain_scores_codex":[0.9988915,0.0003445472,0.0003602321,0.0001660296,0.00002456439,0.0002130967],"domain_scores_gemma":[0.9990395,0.0003549673,0.0001236744,0.0004049494,0.00006575415,0.00001118832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003200357,0.00006531067,0.0007483224,0.000738181,0.0002846784,0.000009383047,0.00005296939,2.177269e-7,0.00005083709,0.000252208,0.007845122,0.9899208],"study_design_scores_gemma":[0.0002101866,0.00002835825,0.002484971,0.001393466,0.00004675311,0.00002158129,0.00002450055,4.98826e-8,0.00006576201,0.00001455283,0.9956344,0.00007536065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008161603,0.9982059,7.268755e-7,0.0001277155,0.000212701,0.000409109,0.00004952628,0.000007802072,0.0001703389],"genre_scores_gemma":[0.0009444385,0.9931986,0.00001341697,0.000005693676,0.00001712539,0.00008142091,0.0007856312,0.000009938537,0.004943694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9898454,"threshold_uncertainty_score":0.3683617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801994900777642,"score_gpt":0.3350326604746462,"score_spread":0.3070127114668698,"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."}}