{"id":"W3207776487","doi":"10.1016/j.jcyt.2021.09.002","title":"Dimethyl sulfoxide-free cryopreservation solutions for hematopoietic stem cell grafts","year":2021,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; University of Ottawa","funders":"Canadian Institutes of Health Research; Health Canada; Canadian Blood Services","keywords":"Dimethyl sulfoxide; Cryopreservation; Cord blood; Stem cell; Transplantation; Haematopoiesis; Andrology; Potency; CD34; Progenitor cell; Hematopoietic stem cell; Chemistry; Biology; Immunology; Cell biology; Biochemistry; Medicine; In vitro; Surgery; 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":[0.0003221802,0.0001993233,0.0003609124,0.00009668925,0.0001730151,0.00003747749,0.0001429043,0.0001608876,0.0001900074],"category_scores_gemma":[0.00003240631,0.0001961331,0.0002086017,0.0003263319,0.00004964169,0.00008814561,0.00002244499,0.0001273758,0.00005346867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008232173,"about_ca_system_score_gemma":0.0002285992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001166609,"about_ca_topic_score_gemma":0.00001911547,"domain_scores_codex":[0.9983683,0.00007115227,0.0004129967,0.0003908752,0.0003235807,0.0004330461],"domain_scores_gemma":[0.9984001,0.0003135994,0.00009746637,0.0007484563,0.0002903284,0.0001500284],"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":[0.0004381092,0.0007614194,0.003204921,0.001680992,0.0002068428,0.0001007887,0.004226738,0.00005608698,0.9614596,0.015476,0.00778379,0.004604744],"study_design_scores_gemma":[0.00963227,0.0003405663,0.005247794,0.0003332045,0.0002584503,0.0002343384,0.001093142,0.0007944267,0.9511505,0.006410277,0.02407229,0.0004327856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7715525,0.003706342,0.2089188,0.007190208,0.0006069752,0.001883842,0.0001227993,0.0003484564,0.005670072],"genre_scores_gemma":[0.9656487,0.0007347394,0.01778939,0.001734316,0.0003260305,0.0004141367,0.0003186868,0.0001436342,0.01289033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1940962,"threshold_uncertainty_score":0.7998074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04332678180897466,"score_gpt":0.2841036031935362,"score_spread":0.2407768213845615,"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."}}