{"id":"W2171448646","doi":"10.1371/journal.pone.0115920","title":"Effects of Blood Transportation on Human Peripheral Mononuclear Cell Yield, Phenotype and Function: Implications for Immune Cell Biobanking","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Peripheral blood mononuclear cell; Immune system; Cytokine; Biobank; Immunology; Biology; Phenotype; Cell; T cell; Medicine; Bioinformatics; In vitro; Genetics; Gene","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":[0.00008794359,0.0001579952,0.0003083389,0.00007382518,0.0002746385,0.000008019569,0.0001195492,0.0002294366,0.00009619039],"category_scores_gemma":[0.00001630248,0.0001544329,0.00007485042,0.00006811722,0.0001295768,0.00004672848,0.000012829,0.000177649,0.00002849131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008297963,"about_ca_system_score_gemma":0.00001111684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005012103,"about_ca_topic_score_gemma":0.00001222469,"domain_scores_codex":[0.9991338,0.00006275078,0.0002755554,0.0002731233,0.00002369768,0.000231046],"domain_scores_gemma":[0.9992956,0.0002219141,0.0001610055,0.0002325114,0.0000732085,0.00001574124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002092542,0.001974226,0.0006920263,0.0003150766,0.0002286097,1.426316e-7,0.0002824456,0.000002830742,0.9937286,0.001811136,0.00004523758,0.0007103881],"study_design_scores_gemma":[0.002481398,0.002023896,0.01161712,0.00006765077,0.0006350754,6.147283e-7,0.00003476212,0.00000293726,0.9817902,0.0006689915,0.0005153423,0.000162042],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957604,0.002147904,0.0004479553,0.0001157784,0.0001131551,0.0004766393,0.00002056082,0.00006246517,0.0008551474],"genre_scores_gemma":[0.9981561,0.00007669449,0.0002773533,0.00008173255,0.00004008926,0.00007236686,0.0001378361,0.00002609203,0.001131755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01193846,"threshold_uncertainty_score":0.6297591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931253257831518,"score_gpt":0.2046011326449841,"score_spread":0.1852886000666689,"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."}}