{"id":"W4313648342","doi":"10.1111/imcb.12619","title":"Longitudinal analysis of mucosa‐associated invariant T cells in sepsis reveals their early numerical decline with prognostic implications and a progressive loss of antimicrobial functions","year":2023,"lang":"en","type":"article","venue":"Immunology and Cell Biology","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; American Association of Immunologists","keywords":"Sepsis; Immunosuppression; Immunology; Intensive care unit; Medicine; SAPS II; Monocyte; Biology; Internal medicine; APACHE II","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":[0.0002772142,0.0002104536,0.0006918884,0.0007278853,0.0001434036,0.000006724923,0.0001341535,0.0004346388,0.0001638147],"category_scores_gemma":[0.00008724964,0.0001660605,0.0001043923,0.001304171,0.0007908512,0.00006962056,0.0001495541,0.0003478841,0.00002502116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002228288,"about_ca_system_score_gemma":0.00005336867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003579708,"about_ca_topic_score_gemma":0.00009731906,"domain_scores_codex":[0.9982282,0.0004160592,0.0005690172,0.0004122335,0.00001797202,0.0003565294],"domain_scores_gemma":[0.9985823,0.0005456106,0.0004311495,0.0002454415,0.0001765484,0.00001893817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004899813,0.0002793826,0.428074,0.000015035,0.001377581,0.00000320388,0.0003332761,0.00001615387,0.5687525,0.0001356994,0.00009616014,0.0004269893],"study_design_scores_gemma":[0.001556583,0.0008715882,0.933589,0.00003887077,0.0006056178,0.00003788877,0.0003392864,0.00003991229,0.06234276,0.00007204938,0.0003262248,0.0001802118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973652,0.001203364,0.0002283473,0.0002981335,0.0003032013,0.0003125946,0.0001288665,0.00004555506,0.000114716],"genre_scores_gemma":[0.9983578,0.0004502448,0.00002697139,0.000044907,0.000004895591,0.0000587372,0.0007006685,0.00001204403,0.0003437283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5064098,"threshold_uncertainty_score":0.6771749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01233714453432254,"score_gpt":0.2421458992492036,"score_spread":0.2298087547148811,"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."}}