{"id":"W2143398108","doi":"10.1111/j.1423-0410.2011.01471.x","title":"Quality controls of cryopreserved haematopoietic progenitor cells (peripheral blood, cord blood, bone marrow)","year":2011,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Bone marrow; Haematopoiesis; Cord blood; Peripheral blood; Medicine; Progenitor cell; Immunology; Biology; Stem cell; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006685673,0.0003668359,0.001052351,0.0001451472,0.00006973313,0.00001762644,0.0002114244,0.0002756554,0.002403881],"category_scores_gemma":[0.0001621916,0.0003307117,0.0003607824,0.0002972017,0.0002483911,0.0001000103,0.00004372867,0.0002490874,0.0001103413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002515224,"about_ca_system_score_gemma":0.0001582328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004651196,"about_ca_topic_score_gemma":0.00003661716,"domain_scores_codex":[0.9967784,0.0002434682,0.00123157,0.000517403,0.0006914492,0.0005377361],"domain_scores_gemma":[0.9978175,0.0002122515,0.0004067519,0.0008936755,0.0003252742,0.000344527],"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":[0.002089468,0.002026845,0.07138731,0.002401643,0.0007394039,0.001094016,0.004456545,5.608803e-7,0.9137686,0.0008312663,0.0006530262,0.0005513417],"study_design_scores_gemma":[0.00974921,0.001416326,0.03518777,0.0004206934,0.00140592,0.0007849268,0.0006959771,0.00003399016,0.9489555,0.0002713239,0.0006093106,0.0004690432],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832145,0.0008404114,0.0003921207,0.0001177454,0.000398963,0.001444125,0.0001091093,0.0001746368,0.01330837],"genre_scores_gemma":[0.987193,0.00006397539,0.01081543,0.0002112277,0.0001863533,0.0001316858,0.00004606964,0.0000749342,0.001277326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03619954,"threshold_uncertainty_score":0.9999145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04671640692444988,"score_gpt":0.2910457324646434,"score_spread":0.2443293255401935,"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."}}