{"id":"W3178596007","doi":"10.12688/f1000research.53683.1","title":"Killer immunoglobulin-like receptor (KIR) genes are associated with the risk of episodes of high-level and detectable viremia among HIV controllers","year":2021,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Fundação Oswaldo Cruz; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Biology; Viremia; Allele; Single-nucleotide polymorphism; Genotype; Virology; Human leukocyte antigen; Immunology; Genetics; Viral load; Gene; Antigen; Antibody; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001929924,0.0002244941,0.0001634851,0.0004464867,0.0002861813,0.0003471945,0.0002008484,0.0003756949,0.003143287],"category_scores_gemma":[0.001066774,0.0001220342,0.0002071072,0.0003912721,0.0001609511,0.000203914,0.0002351356,0.0003549891,0.0001628521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009482072,"about_ca_system_score_gemma":0.0001186358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124812,"about_ca_topic_score_gemma":0.0007745646,"domain_scores_codex":[0.9998595,0.00002738857,0.00001905628,0.00004007862,0.00002426368,0.00002968867],"domain_scores_gemma":[0.9994102,0.0001283966,0.0002684559,0.00002894337,0.00005433894,0.0001097634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004100865,0.00004463147,0.9952748,0.00001201146,0.00004223608,0.0002440052,0.00004947807,0.00006175747,0.001453182,0.00002219856,0.0001604691,0.002225095],"study_design_scores_gemma":[0.00001702203,0.0001479627,0.9971192,0.00001169899,0.00004407195,0.001417326,0.0002012206,0.0004749924,0.0003159115,0.00005891047,0.0001866849,0.000004869481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996076,0.00009745055,0.00004847284,0.00001180152,0.000003236835,0.00000346679,0.00007098682,0.000001709633,0.0001554356],"genre_scores_gemma":[0.9997111,0.000031757,0.0000485554,0.00001028451,0.000005058189,0.00000318355,0.00009711289,8.905929e-7,0.00009217852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003143287,"threshold_uncertainty_score":0.01051533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901157607832676,"score_gpt":0.2405482554367598,"score_spread":0.2215366793584331,"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."}}