{"id":"W2796154766","doi":"10.1002/cyto.a.23372","title":"Cryopreserved whole blood for the quantification of monocyte, T‐cell and NK‐cell subsets, and monocyte receptor expression by multi‐color flow cytometry: A methodological study based on participants from the canadian longitudinal study on aging","year":2018,"lang":"en","type":"article","venue":"Cytometry Part A","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Canada Foundation for Innovation","keywords":"Immunophenotyping; Flow cytometry; Monocyte; Cytometry; CD8; Immunology; Biology; Peripheral blood mononuclear cell; Receptor; Dendritic cell; Blood cell; Whole blood; Cryopreservation; Andrology; Cell biology; Medicine; Immune system; Genetics; In vitro","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001747252,0.0002938498,0.0004205744,0.0002467502,0.000983892,0.00009352661,0.0003170119,0.0002194065,0.00027412],"category_scores_gemma":[0.0007490836,0.0001819584,0.0000826394,0.0003916146,0.0002694018,0.0001095009,0.00009335943,0.0004096,0.00007701439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006510411,"about_ca_system_score_gemma":0.00005762032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00552814,"about_ca_topic_score_gemma":0.004250464,"domain_scores_codex":[0.9970496,0.001257333,0.0004805342,0.0006538409,0.0001122226,0.0004464927],"domain_scores_gemma":[0.9960475,0.002771459,0.000287384,0.0006492434,0.0001664593,0.00007797821],"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":[0.003242726,0.003120316,0.1690415,0.00002185562,0.0003406355,0.000001848284,0.002093473,0.00004899979,0.8083568,0.000002052986,0.01278216,0.0009476004],"study_design_scores_gemma":[0.007287362,0.004690377,0.2967018,0.00006884315,0.0004410305,0.000001648939,0.008061136,0.00337189,0.6683821,0.00000341933,0.01066275,0.0003276489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932815,0.001193651,0.00207697,0.0002385335,0.001166989,0.001818161,0.0001382113,0.00003799223,0.00004797467],"genre_scores_gemma":[0.9980497,0.00003429795,0.0003404128,0.0002006237,0.00006845296,0.00029968,0.0001519767,0.0000267735,0.0008280572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1399747,"threshold_uncertainty_score":0.8356931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2102250113656378,"score_gpt":0.3677547264593751,"score_spread":0.1575297150937372,"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."}}