{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00255159,0.0002440382,0.0003594339,0.0006319965,0.0003130104,0.001128002,0.0003855774,0.0003388197,0.00157791],"category_scores_gemma":[0.01233938,0.0001109221,0.0002344025,0.001455698,0.0004175034,0.0003618799,0.0002337789,0.0003674997,0.0003377559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006099301,"about_ca_system_score_gemma":0.0005036122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002385402,"about_ca_topic_score_gemma":0.001530268,"domain_scores_codex":[0.9975662,0.0007589021,0.0004909719,0.0002480666,0.0007658293,0.0001699852],"domain_scores_gemma":[0.9886205,0.004238133,0.004551813,0.0004032995,0.001803264,0.0003829844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001237611,0.00009692559,0.9465036,0.0001933989,0.0001439977,0.0004262441,0.0003284791,0.0003588844,0.01317016,0.00009616435,0.0004531516,0.03699144],"study_design_scores_gemma":[0.00001079599,0.000542671,0.9852224,0.00008196088,0.0001402194,0.00167585,0.0004093484,0.0006434778,0.01000209,0.0001035348,0.001152886,0.00001488595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930664,0.004191847,0.001284636,0.0001878277,0.00003633173,0.00005065801,0.0002073612,0.00001808115,0.0009567249],"genre_scores_gemma":[0.997816,0.0007926084,0.0008220707,0.00007748781,0.00003336964,0.0000137437,0.0002802455,0.00001053097,0.0001539162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00255159,"threshold_uncertainty_score":0.01349425,"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."}}