{"id":"W2800147310","doi":"10.3390/v10040215","title":"Natural Immunity to HIV: A Template for Vaccine Strategies","year":2018,"lang":"en","type":"review","venue":"Viruses","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Immunity; Human immunodeficiency virus (HIV); HIV vaccine; Natural (archaeology); Virology; Biology; Computational biology; Immunology; Immune system; Vaccine trial","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001863005,0.0003852447,0.001066357,0.0002249451,0.000275796,0.00005768985,0.0004404039,0.0003184858,0.0005549226],"category_scores_gemma":[0.0001195403,0.0002525426,0.0003337318,0.0001714988,0.00007280029,0.00009406743,0.0001745188,0.000359541,0.01353238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007808521,"about_ca_system_score_gemma":0.0003625112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000152724,"about_ca_topic_score_gemma":0.000128189,"domain_scores_codex":[0.9984502,0.0002401807,0.0003630286,0.0003695226,0.00003111398,0.0005460132],"domain_scores_gemma":[0.9988412,0.0004194066,0.0001205745,0.0004827337,0.00009042957,0.00004571544],"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":[0.0003533518,0.0002575784,0.00000624541,0.005117822,0.002821619,0.00001991851,0.0001384208,6.984454e-8,0.0004979512,0.0004527202,0.2672496,0.7230847],"study_design_scores_gemma":[0.0005488368,0.000440591,0.000008554041,0.001549294,0.0002789099,0.00004411814,0.00003822409,1.343441e-8,0.0002274136,0.00003556014,0.9965811,0.0002473338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001068772,0.9955493,0.00003020368,0.00002544115,0.0005586378,0.001424423,0.001838648,0.00008633948,0.000380134],"genre_scores_gemma":[0.0000826562,0.9932652,0.0001696566,0.00007287522,0.0001169217,0.0006252785,0.001761476,0.00004398624,0.003861918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7293316,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08902498089009586,"score_gpt":0.3994391705842614,"score_spread":0.3104141896941656,"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."}}