{"id":"W1520255461","doi":"10.1111/j.1537-2995.2010.02826.x","title":"Factors affecting banking quality of umbilical cord blood for transplantation","year":2010,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Canadian Blood Services","funders":"Health Canada","keywords":"Umbilical cord; Cord blood; CD34; Medicine; Andrology; Centrifugation; Transplantation; Animal science; Biology; Surgery; Immunology; Stem cell","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005406998,0.0001473893,0.0003535496,0.0000889992,0.00008200845,0.000006658634,0.00005692668,0.0001808733,0.0001804509],"category_scores_gemma":[0.00006811995,0.0001250303,0.0001933774,0.0001347831,0.00005167214,0.00006711006,0.000001703212,0.0002217453,0.000001616211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008681588,"about_ca_system_score_gemma":0.0000434203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311213,"about_ca_topic_score_gemma":0.0002623521,"domain_scores_codex":[0.9987308,0.0000496023,0.0004749729,0.0002586139,0.0002939668,0.0001919968],"domain_scores_gemma":[0.9988601,0.0006751606,0.0000899877,0.0001851091,0.00009903202,0.00009060725],"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":[0.0007902673,0.0002033851,0.0573953,0.00184522,0.00003212249,0.000002497446,0.002968535,0.000001642824,0.9331484,0.0005250982,0.000001420111,0.003086043],"study_design_scores_gemma":[0.003058108,0.0003697333,0.2767923,0.0001729868,0.0003242811,0.00003928198,0.0002358928,0.00005362345,0.7187077,0.0001181161,0.00001362415,0.0001144152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654677,0.00000944035,0.03233082,0.00007710634,0.0002712278,0.0009348072,0.00004224597,0.00008146046,0.0007851758],"genre_scores_gemma":[0.9962313,0.00004385586,0.003434339,0.00002080229,0.00006609426,0.0000155662,0.0001415098,0.00002573105,0.00002076104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.219397,"threshold_uncertainty_score":0.5098587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05208747165674663,"score_gpt":0.3401956588261312,"score_spread":0.2881081871693846,"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."}}