{"id":"W1979937224","doi":"10.1046/j.1365-3148.2000.00233.x","title":"Quality assurance of progenitor cell content of apheresis products: a comparison of clonogenic assays and CD34+ enumeration","year":2000,"lang":"en","type":"article","venue":"Transfusion Medicine","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Blood Services; University of Calgary; Western University; Université Laval; University of Ottawa","funders":"Health Canada","keywords":"Apheresis; Clonogenic assay; CD34; Flow cytometry; Haematopoiesis; Stem cell; Enumeration; Progenitor cell; Hematopoietic stem cell; Medicine; Immunology; Biology; Cell; Platelet","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":[0.0006131488,0.0001402968,0.0006375228,0.00006639189,0.00007184619,8.657946e-7,0.0001270053,0.0001328227,0.0008230581],"category_scores_gemma":[0.0000888503,0.0001083942,0.00006783206,0.000206389,0.0005342399,0.00005881932,0.000007625459,0.000148274,0.000005375523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000625567,"about_ca_system_score_gemma":0.0000481334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001155684,"about_ca_topic_score_gemma":0.00002174612,"domain_scores_codex":[0.9983122,0.0002840593,0.0009324418,0.0002175035,0.00009578804,0.0001579601],"domain_scores_gemma":[0.9991316,0.0001566667,0.000283872,0.0002492427,0.0001720052,0.000006574597],"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":[0.0007039,0.000510238,0.00535265,0.0003995167,0.00005946259,1.313518e-7,0.004489773,0.000009789079,0.9523079,0.00008553429,0.00006784419,0.03601322],"study_design_scores_gemma":[0.003527106,0.0007410359,0.063039,0.0001940111,0.0001020166,0.000003649809,0.002360963,0.000009881778,0.9284213,0.00002654235,0.001461497,0.0001129749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453503,0.05255549,0.0002276864,0.0004242807,0.0001664913,0.0004201855,0.00002322649,0.00001425599,0.0008180619],"genre_scores_gemma":[0.9972211,0.002088018,0.00005551841,0.00002520705,0.000004209907,0.00001030045,0.00005083722,0.000007787471,0.0005369947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05768634,"threshold_uncertainty_score":0.9011909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03332271659989385,"score_gpt":0.2842563637212722,"score_spread":0.2509336471213784,"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."}}