{"id":"W4415027464","doi":"10.1016/j.cyto.2025.157033","title":"Long-term storage stability of plasma TNF-α and IL-6 concentrations of psychiatric emergency patients: The Signature Biobank","year":2025,"lang":"en","type":"article","venue":"Cytokine","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Douglas Mental Health University Institute; Institut Universitaire en Santé Mentale de Québec","funders":"Fonds de Recherche du Québec - Santé; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Université de Montréal; Bell Canada Enterprises","keywords":"Biobank; Sample (material); Data quality; Signature (topology); Stability (learning theory); Cytokine","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":[0.00007016279,0.0001016399,0.0001397853,0.00006318774,0.00009716441,0.000007664476,0.0002159457,0.00005606515,0.000134156],"category_scores_gemma":[0.0003138752,0.00007222956,0.00005571514,0.0005988853,0.0002377347,0.0000760266,0.00006020548,0.0001170788,0.000001259021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001142988,"about_ca_system_score_gemma":0.00005255043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006067436,"about_ca_topic_score_gemma":0.00002642519,"domain_scores_codex":[0.9991155,0.00008615065,0.0002803447,0.0002329168,0.0001503635,0.0001347622],"domain_scores_gemma":[0.9993621,0.0001268557,0.0001315509,0.0002821723,0.00006825661,0.00002912277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002474145,0.001417266,0.5036211,0.0005078191,0.00003195851,0.000001603981,0.001105566,0.00002940899,0.4660071,0.01287531,0.005559729,0.008595712],"study_design_scores_gemma":[0.001161941,0.0001500042,0.7228816,0.00002310819,0.00002536755,3.945811e-7,0.00009038116,0.0001083249,0.273933,0.0006671771,0.0008409779,0.0001176823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968373,0.0002875777,0.0001622896,0.0004529165,0.000442078,0.0003427731,0.0002010905,0.00001884687,0.001255084],"genre_scores_gemma":[0.9995461,0.0001736486,0.00002120811,0.000157836,0.00001363559,0.000007064733,0.000007026908,0.000005074407,0.0000684178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2192605,"threshold_uncertainty_score":0.2945436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372871181765553,"score_gpt":0.2548787696812022,"score_spread":0.2411500578635467,"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."}}