{"id":"W2622263357","doi":"10.1111/trf.14136","title":"Development and testing of a stepwise thaw and dilute protocol for cryopreserved umbilical cord blood units","year":2017,"lang":"en","type":"article","venue":"Transfusion","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Diluent; Cryopreservation; Cord blood; Potency; Umbilical cord; Andrology; Chemistry; Chromatography; Serial dilution; CD34; Medicine; Stem cell; Immunology; Biology; Biochemistry; In vitro","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":[0.00146892,0.0006127926,0.0002780198,0.0004005403,0.0002984873,0.0003721689,0.0007666828,0.0004302623,0.001160925],"category_scores_gemma":[0.001823213,0.0001851689,0.0003064899,0.0002557425,0.0003915385,0.0003475379,0.0004447788,0.0004411303,0.0003620695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003996142,"about_ca_system_score_gemma":0.0007170854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003993806,"about_ca_topic_score_gemma":0.0006322291,"domain_scores_codex":[0.9990829,0.000217887,0.0001427592,0.0001411264,0.0003761319,0.00003914338],"domain_scores_gemma":[0.9991413,0.000226656,0.0002139299,0.00009159265,0.0002735044,0.00005306353],"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":[0.00009852074,0.0001821737,0.00115994,0.0001512858,0.00001224763,0.00007084032,0.0001078657,0.0006283834,0.986015,0.0001278083,0.00006158353,0.01138441],"study_design_scores_gemma":[0.00001546419,0.002025076,0.003174665,0.00002105045,0.00003813267,0.0001538817,0.00003554942,0.001744253,0.991281,0.00003706831,0.001461582,0.0000122655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8954577,0.00181365,0.09817195,0.0001481358,0.0000793672,0.002118288,0.0002648355,0.0002655743,0.001680443],"genre_scores_gemma":[0.7848256,0.002061462,0.2086178,0.0001267842,0.00005617979,0.001587013,0.0007698301,0.00007467831,0.001880681],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00146892,"threshold_uncertainty_score":0.007768512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2171120751022681,"score_gpt":0.3950412126189919,"score_spread":0.1779291375167238,"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."}}