{"id":"W4378639327","doi":"10.1016/j.jim.2023.113504","title":"Effect of storage time on peripheral blood mononuclear cell isolation from blood collected in vacutainer CPT™ tubes","year":2023,"lang":"en","type":"article","venue":"Journal of Immunological Methods","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","funders":"","keywords":"Vacutainer; Peripheral blood mononuclear cell; Peripheral blood; Isolation (microbiology); Chromatography; Blood cell; Chemistry; Medicine; Biology; Immunology; Biochemistry; Microbiology; In vitro","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":[0.001487794,0.0009661779,0.0007640094,0.000346314,0.0003924864,0.0007889722,0.0006002508,0.000487147,0.007485772],"category_scores_gemma":[0.001104798,0.0003335194,0.0004407281,0.0006074242,0.0004778006,0.0003831747,0.0003085898,0.0009489105,0.001596604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227639,"about_ca_system_score_gemma":0.0005811296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007364752,"about_ca_topic_score_gemma":0.001540692,"domain_scores_codex":[0.9989599,0.0003174705,0.0001701664,0.0002512805,0.0001030698,0.0001980653],"domain_scores_gemma":[0.9990894,0.0004456056,0.0001020051,0.00009104153,0.0001824809,0.00008961536],"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":[0.01079616,0.0003972706,0.001129771,0.0002899082,0.0000605599,0.0001329269,0.0003042344,0.0000899822,0.9821243,0.0001050351,0.0006067792,0.003963124],"study_design_scores_gemma":[0.0003317611,0.003129396,0.01843973,0.00008199682,0.0004800904,0.0002234374,0.000166233,0.0006485496,0.9697378,0.0001045238,0.006605274,0.00005123841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9650913,0.01401471,0.009788682,0.0007807359,0.001830233,0.0007271865,0.002885489,0.0003851956,0.00449649],"genre_scores_gemma":[0.9367077,0.008080424,0.02961441,0.001157873,0.0009504587,0.001689062,0.00808055,0.000387488,0.01333206],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007485772,"threshold_uncertainty_score":0.02504241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009861830485092486,"score_gpt":0.2849795888941967,"score_spread":0.2751177584091042,"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."}}