{"id":"W4391381175","doi":"10.1684/ndt.2024.63","title":"Les temps forts de la transplantation rénale en 2023","year":2024,"lang":"fr","type":"article","venue":"Néphrologie & Thérapeutique","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Immunosuppression; Immunology; Xenotransplantation; Cytomegalovirus; Medicine; Transplantation; Immune system; Humoral immunity; Kidney transplantation; Innate immune system; Virus; Internal medicine; Viral disease; Herpesviridae","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002011621,0.0003754619,0.0004349615,0.0003586537,0.0001612733,0.0002160064,0.0002729122,0.001109172,0.002646511],"category_scores_gemma":[0.00008631149,0.0003497844,0.0002844382,0.000555024,0.0005106757,0.0002436752,0.00005939512,0.00172403,0.001006483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000609496,"about_ca_system_score_gemma":0.000902902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425126,"about_ca_topic_score_gemma":0.0007167858,"domain_scores_codex":[0.9968074,0.0007047033,0.000436087,0.0005541652,0.0004224229,0.001075206],"domain_scores_gemma":[0.9976063,0.001622943,0.00003348566,0.0003544051,0.00007100964,0.000311886],"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":[0.000665199,0.0004197831,0.00699728,0.005285294,0.0009275309,0.007676826,0.006294563,0.0004541596,0.04208218,0.02435404,0.03045775,0.8743854],"study_design_scores_gemma":[0.000786854,0.0004787034,0.03282796,0.0008978457,0.0005039149,0.001010953,0.0002690269,0.007503395,0.01101996,0.002796304,0.9415374,0.0003676799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5258899,0.301365,0.009998777,0.01707684,0.003249661,0.001568038,0.0005928373,0.001098582,0.1391603],"genre_scores_gemma":[0.864247,0.1159448,0.000419411,0.0006902971,0.00151451,0.0001271154,0.0000816454,0.00009122893,0.01688393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9110796,"threshold_uncertainty_score":0.9998954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03903023879239882,"score_gpt":0.3811989790186899,"score_spread":0.3421687402262911,"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."}}