{"id":"W2980387778","doi":"10.1111/vox.12844","title":"Overcoming the deceptively low viability of CD45<sup>+</sup> cells in thawed cord blood unit segments","year":2019,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Blood Services","funders":"Health Canada; Canadian Blood Services","keywords":"Viability assay; Lysis; Staining; Cord blood; Flow cytometry; Andrology; Cell; Cytometry; Molecular biology; Biology; Chemistry; Immunology; Medicine; Pathology; Biochemistry","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":[0.0009227524,0.0004508755,0.0003500611,0.0003185828,0.0003546924,0.001069006,0.0004158187,0.0005148672,0.001291403],"category_scores_gemma":[0.001258128,0.0002220204,0.0002304623,0.0002119013,0.0004140217,0.0005092832,0.0004941669,0.0007712194,0.0005343795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289242,"about_ca_system_score_gemma":0.0003155473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006925602,"about_ca_topic_score_gemma":0.001140686,"domain_scores_codex":[0.9992542,0.0001700206,0.00007154025,0.0001195864,0.0002881052,0.00009648263],"domain_scores_gemma":[0.9990506,0.0003009087,0.0002238626,0.0001012189,0.0002638108,0.00005960098],"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":[0.0002575856,0.00002098665,0.003410904,0.0002188704,0.00001371649,0.0002481314,0.0001465667,0.0002740128,0.9824703,0.0001951992,0.0001584456,0.01258527],"study_design_scores_gemma":[0.00000460802,0.000281496,0.007767193,0.00003636905,0.00003326201,0.000678081,0.0001028618,0.001721232,0.9863063,0.0001361898,0.002923495,0.000008936049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407535,0.01051707,0.04503956,0.0004029938,0.0001523659,0.0001005864,0.0002199403,0.0002673506,0.002546554],"genre_scores_gemma":[0.9692472,0.002929614,0.02483455,0.0002758064,0.00006338498,0.00009459821,0.0004638229,0.0001066527,0.001984369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001291403,"threshold_uncertainty_score":0.004880071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677091001621553,"score_gpt":0.2652990103418164,"score_spread":0.2485281003256009,"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."}}