{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005935865,0.0006073542,0.0003581716,0.001431842,0.001115348,0.002003562,0.001277592,0.0008516285,0.002574866],"category_scores_gemma":[0.007844005,0.0002616863,0.0003910511,0.001436688,0.001433702,0.0004551322,0.000662561,0.000736876,0.0008562188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062378,"about_ca_system_score_gemma":0.001141267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005834366,"about_ca_topic_score_gemma":0.005378577,"domain_scores_codex":[0.9953419,0.0009100099,0.0006882091,0.0007231034,0.002086236,0.0002504848],"domain_scores_gemma":[0.9948481,0.0008072137,0.0004032802,0.0007700268,0.003050281,0.0001212024],"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":[0.0009149512,0.0001703413,0.02368317,0.0003809348,0.0001508864,0.0002810024,0.002153597,0.00141188,0.919319,0.001981705,0.001440774,0.04811176],"study_design_scores_gemma":[0.00004578269,0.0005668684,0.04436369,0.0001835383,0.0003575869,0.0005645227,0.0004798674,0.002336589,0.9351355,0.0006092684,0.01531624,0.00004041607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8476056,0.01292395,0.1219429,0.0006244715,0.0008814008,0.001022421,0.003196061,0.0006029906,0.01120017],"genre_scores_gemma":[0.9056854,0.004471797,0.07175302,0.0006192222,0.0002192934,0.000881566,0.007385009,0.0005673025,0.008417403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005935865,"threshold_uncertainty_score":0.03139222,"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."}}