{"id":"W4388047897","doi":"10.1136/jitc-2023-sitc2023.0912","title":"912 A comparison of 37+ immune populations in whole blood by CyTOF® flow cytometry collected with 4 different preservation reagents","year":2023,"lang":"en","type":"article","venue":"Regular and Young Investigator Award Abstracts","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fluidigm (Canada); Hospital for Sick Children","funders":"","keywords":"Immune system; Whole blood; Flow cytometry; Mass cytometry; Heparin; Antibody; Multiplex; Medicine; Immunology; Biology; Internal medicine; Bioinformatics; Biochemistry","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":[0.0001470973,0.0001973348,0.0003024141,0.0001116219,0.00009529227,0.00003589146,0.0001294047,0.0001906243,0.000002281864],"category_scores_gemma":[0.0001359151,0.0001788344,0.00005551999,0.0004242598,0.0001291838,0.00001625428,0.00004387521,0.0001324224,0.000001369983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001559082,"about_ca_system_score_gemma":0.00007934452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002565317,"about_ca_topic_score_gemma":0.0004433457,"domain_scores_codex":[0.9986803,0.00006323157,0.0004465856,0.0003244443,0.000229039,0.0002563795],"domain_scores_gemma":[0.9993165,0.00001405297,0.0001566072,0.0002695893,0.00007432486,0.0001688988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000750918,0.0001913783,0.2530168,0.00006990427,0.00005884469,0.000003603871,0.0001739596,0.0005854884,0.7441774,0.000009409281,0.001541983,0.00009614739],"study_design_scores_gemma":[0.001298732,0.0002489834,0.4988022,0.00009748174,0.00005623795,0.000006108368,0.00008950858,0.001667678,0.4966016,0.00005961264,0.0008623385,0.0002095057],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985296,0.0005506673,0.0001367677,0.000215652,0.0001083888,0.0002734778,0.00009417037,0.00003114445,0.00006019363],"genre_scores_gemma":[0.9976203,0.00006877213,0.0004788917,0.00003189479,0.0000383108,0.0000231054,0.001214688,0.00003071401,0.0004933548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2475758,"threshold_uncertainty_score":0.7292653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080368137620407,"score_gpt":0.2641109275763721,"score_spread":0.233307246200168,"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."}}