{"id":"W2167994574","doi":"10.1128/cvi.00516-13","title":"Large-Scale Prospective T Cell Function Assays in Shipped, Unfrozen Blood Samples: Experiences from the Multicenter TRIGR Trial","year":2013,"lang":"en","type":"article","venue":"Clinical and Vaccine Immunology","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Hospital for Sick Children; University of Toronto","funders":"NIH Clinical Center; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research; Mead Johnson Nutrition","keywords":"Scale (ratio); Function (biology); Medicine; Biology; Cell biology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07972562,0.001289562,0.001438257,0.0003310867,0.0009220616,0.00226319,0.0013127,0.001317232,0.00111026],"category_scores_gemma":[0.02862689,0.0005198459,0.0008738038,0.001091883,0.001637378,0.001028034,0.001465428,0.002099933,0.0007139069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009056061,"about_ca_system_score_gemma":0.001978332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221331,"about_ca_topic_score_gemma":0.001032196,"domain_scores_codex":[0.9608891,0.03197116,0.001232857,0.001909539,0.0029178,0.001079428],"domain_scores_gemma":[0.9817622,0.00743195,0.00266398,0.004303184,0.002298944,0.001539799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1665061,0.02082497,0.2705722,0.001683937,0.002801578,0.001996843,0.007844724,0.006057226,0.07166991,0.002755457,0.02667987,0.4206073],"study_design_scores_gemma":[0.04185427,0.3042457,0.5302373,0.0005360635,0.002564368,0.003270493,0.001920059,0.0048029,0.04568396,0.002735556,0.06177644,0.0003730636],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637802,0.00612523,0.01453859,0.002936327,0.0002906586,0.003425339,0.00265226,0.0002461765,0.006005194],"genre_scores_gemma":[0.9647775,0.002101073,0.01974991,0.002826328,0.0005813964,0.002925542,0.00539168,0.0002152392,0.001431326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07972562,"threshold_uncertainty_score":0.4216344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149016858924166,"score_gpt":0.2643271485519883,"score_spread":0.2528369799627466,"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."}}