{"id":"W3011347389","doi":"10.1111/trf.15759","title":"Inhibition of ice recrystallization during cryopreservation of cord blood grafts improves platelet engraftment","year":2020,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"Canadian Glycomics Network; Canadian Institutes of Health Research","keywords":"Cryopreservation; Cord blood; Haematopoiesis; Andrology; Transplantation; Bone marrow; Progenitor cell; Stem cell; Dimethyl sulfoxide; Immunology; Biology; Medicine; Chemistry; Internal medicine; Cell biology; Embryo","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":[0.0001171556,0.0001303118,0.0002915616,0.00009297104,0.00003748232,0.00000411001,0.00004048609,0.0001096905,0.00009556126],"category_scores_gemma":[0.00004295837,0.000126165,0.00008506575,0.0003227343,0.00003421466,0.0001309917,0.000007552664,0.00009893229,0.000002812568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001871734,"about_ca_system_score_gemma":0.00003852543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006150563,"about_ca_topic_score_gemma":0.00001043167,"domain_scores_codex":[0.9986694,0.0000446588,0.0005454296,0.0002293059,0.0003856299,0.0001256081],"domain_scores_gemma":[0.9993995,0.00005677695,0.0001545794,0.0001418741,0.0001566454,0.00009060383],"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":[0.001255592,0.0002003408,0.002169283,0.002625618,0.00004415647,0.00001358106,0.003138946,0.00008564857,0.9894023,0.00009048634,0.000004775871,0.0009693067],"study_design_scores_gemma":[0.00376942,0.0008400268,0.02080214,0.0005594405,0.0002071367,0.00001496304,0.0002312577,0.0008641287,0.9725433,0.00004282455,0.00002896485,0.00009641518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987101,0.00006389023,0.01101369,0.0004470059,0.00004278334,0.0008348431,0.00002181833,0.00006359796,0.0004113985],"genre_scores_gemma":[0.9973172,0.0005689903,0.001757943,0.00006033962,0.00003612159,0.00001681058,0.0001978675,0.00002282872,0.00002192038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01863285,"threshold_uncertainty_score":0.5144858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244614110087235,"score_gpt":0.2471908385208179,"score_spread":0.2247446974199455,"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."}}