{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009393969,0.0003027078,0.0002903285,0.0001410729,0.0002065063,0.0005126313,0.0002938157,0.0003090877,0.001752171],"category_scores_gemma":[0.0007406065,0.0001342168,0.0003370199,0.000218245,0.0002728873,0.000337458,0.0001970877,0.0004839231,0.0004057144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754962,"about_ca_system_score_gemma":0.0001844747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005758214,"about_ca_topic_score_gemma":0.0004936205,"domain_scores_codex":[0.9994231,0.0002370522,0.00005881162,0.0001101204,0.0001115509,0.00005934354],"domain_scores_gemma":[0.9994998,0.0001878292,0.0001201043,0.000079624,0.00007783183,0.00003482957],"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":[0.004440043,0.0003442846,0.006206906,0.0002681662,0.00007011068,0.0002088791,0.0002152231,0.0004519034,0.971951,0.0001014706,0.0002102337,0.01553171],"study_design_scores_gemma":[0.00007642298,0.009579467,0.12827,0.0000509013,0.0003326159,0.0006836758,0.0004930501,0.001359132,0.8549262,0.0002056227,0.003991069,0.00003178149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889727,0.006620597,0.002945598,0.0002249682,0.00007993011,0.00005694708,0.0003440382,0.00002603091,0.0007291715],"genre_scores_gemma":[0.9932588,0.002748423,0.002063509,0.0001800701,0.00005645525,0.00008192356,0.0005750483,0.00002088538,0.001014829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001752171,"threshold_uncertainty_score":0.00586158,"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."}}