{"id":"W4213062725","doi":"10.21203/rs.2.21477/v1","title":"Functional comaparison of PBMCs isolated by Cell Preparation Tubes (CPT) vs Lymphoprep Tubes","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Peripheral blood mononuclear cell; Cell; Chemistry; Molecular biology; Cell biology; Biology; Computational biology; Biochemistry; In vitro","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007862145,0.001164111,0.0005743746,0.0006541163,0.0006236581,0.000815568,0.001051588,0.0007304818,0.01845173],"category_scores_gemma":[0.0004827563,0.0004017364,0.0005219263,0.0005437365,0.000577959,0.0004530047,0.0006772668,0.002450321,0.006592776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003625877,"about_ca_system_score_gemma":0.0003906963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009101172,"about_ca_topic_score_gemma":0.0008525321,"domain_scores_codex":[0.9987774,0.0002404035,0.00007337454,0.0003717475,0.0002884265,0.000248655],"domain_scores_gemma":[0.9995189,0.0001866371,0.0000338828,0.0001145956,0.00006653684,0.00007955607],"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":[0.0005275964,0.00007324199,0.00006751579,0.00008504124,0.000005291443,0.00006510253,0.00005219017,0.00004767215,0.9966205,0.0003508769,0.000392891,0.001711858],"study_design_scores_gemma":[0.00003837043,0.0002154272,0.001401171,0.00001076878,0.00001165284,0.0001385129,0.00003123548,0.0006538945,0.9917288,0.0001640305,0.005598247,0.000007731442],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7774655,0.005119318,0.1288888,0.001247838,0.002562782,0.002513393,0.01995811,0.004360091,0.05788425],"genre_scores_gemma":[0.7803981,0.002196349,0.08213592,0.001394044,0.0005163209,0.00260744,0.02390555,0.001601464,0.1052448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01845173,"threshold_uncertainty_score":0.06172717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04225054006299211,"score_gpt":0.3475592464783094,"score_spread":0.3053087064153173,"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."}}