{"id":"W3037258422","doi":"10.1016/j.jcyt.2020.04.039","title":"Transient warming affects potency of cryopreserved cord blood units","year":2020,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Alberta; Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Potency; Cord blood; Cryopreservation; Andrology; Environmental science; Chemistry; Toxicology; Biology; Immunology; Cell biology; In vitro; Medicine; Embryo; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009144562,0.0001299983,0.0003140077,0.00005171587,0.00002616459,0.000005086443,0.00008842369,0.00007629477,0.0002465678],"category_scores_gemma":[0.00003047594,0.0001153596,0.00007433609,0.0003591478,0.00004064244,0.00003254574,0.000003651784,0.0001083099,0.0000138592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008813424,"about_ca_system_score_gemma":0.00008825503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001873248,"about_ca_topic_score_gemma":0.00000269772,"domain_scores_codex":[0.9990729,0.00004964447,0.0002383651,0.0002025754,0.0002607811,0.0001757101],"domain_scores_gemma":[0.999412,0.00008281286,0.00006700589,0.0001849017,0.00008848695,0.0001647944],"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":[0.0008186254,0.0001665334,0.004753939,0.0008661986,0.0001569863,0.000129911,0.006015937,0.00001514367,0.9801375,0.0001814472,0.0001779152,0.006579823],"study_design_scores_gemma":[0.007146538,0.001982762,0.01256269,0.0004225369,0.0002348136,0.00008384542,0.0003974753,0.0003574487,0.9741202,0.0000318608,0.002464157,0.0001956722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899443,0.0004768353,0.004463451,0.00170245,0.0000684431,0.000517852,0.00001283523,0.00008576541,0.002728053],"genre_scores_gemma":[0.9972624,0.0002606232,0.001424334,0.0007613971,0.00008323455,0.00001142957,0.00001965954,0.00003479808,0.0001420764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007808747,"threshold_uncertainty_score":0.4704226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04649567258643156,"score_gpt":0.2767760582874237,"score_spread":0.2302803857009922,"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."}}