{"id":"W4385073517","doi":"10.1093/ofid/ofad386","title":"Impact of Baseline and Week 2 and Week 4 Posttransplant CMV Cell-Mediated Immunity on Risk of CMV Infections and Mortality in Recipients of Allogeneic Hematopoietic Cell Transplant","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"University of Texas MD Anderson Cancer Center; Genentech; National Cancer Institute; National Institutes of Health; Astellas Pharma; Atara Biotherapeutics; Regeneron Pharmaceuticals; Sanofi; National Institute of Allergy and Infectious Diseases; Amgen","keywords":"Medicine; Immunity; Hematopoietic cell; Immunology; Hematopoietic stem cell transplantation; Transplantation; Internal medicine; Haematopoiesis; Stem cell; Immune system; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005601189,0.000233308,0.0006998677,0.0004575366,0.0001248539,0.00002266065,0.0001072409,0.0001107086,0.0001495552],"category_scores_gemma":[0.0001289117,0.0001909442,0.0001387816,0.0005728008,0.0003604435,0.0001270951,0.0001215927,0.0002659955,0.000005910477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004824055,"about_ca_system_score_gemma":0.0002095138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.018134,"about_ca_topic_score_gemma":0.001849563,"domain_scores_codex":[0.9982506,0.0002454294,0.0005499184,0.0003221791,0.0002859187,0.0003459472],"domain_scores_gemma":[0.9985263,0.0005236779,0.0002022699,0.0003333247,0.0001163338,0.0002981312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001091392,0.003019892,0.9835637,0.0007788609,0.000210731,0.0000351918,0.0005949645,0.00008009168,0.01006731,0.00001216684,0.0000914617,0.0004542188],"study_design_scores_gemma":[0.004343033,0.003198197,0.9865574,0.0003588573,0.0003487437,0.00002234508,0.0002209039,0.0003185687,0.00428371,0.0001629568,0.00001995433,0.0001653267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944405,0.0006184635,0.000006448154,0.00003674657,0.00003292925,0.0009694568,0.003098454,0.00002365526,0.0007733321],"genre_scores_gemma":[0.9918987,0.007684946,0.000004957387,0.00002023917,0.000007252651,0.00004066345,0.0002749974,0.00002707233,0.00004121073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01628444,"threshold_uncertainty_score":0.9884043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02612094788280151,"score_gpt":0.3234729666663422,"score_spread":0.2973520187835407,"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."}}