{"id":"W4396749378","doi":"10.1016/j.jcyt.2024.05.009","title":"Outcomes with allogeneic stem cell transplant using cryopreserved versus fresh hematopoietic progenitor cell products","year":2024,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Leukemia & Lymphoma Society of Canada; Terry Fox Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Cumulative incidence; Cryopreservation; Progenitor cell; Internal medicine; Stem cell; CD34; Haematopoiesis; Surgery; Hematopoietic stem cell transplantation; Transplantation; Oncology; Biology; Embryo","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002128059,0.0004319205,0.000557708,0.0001990884,0.00009866872,0.00009128443,0.000182186,0.000176066,0.0001995839],"category_scores_gemma":[0.000002030925,0.0003144394,0.0001671664,0.0004506179,0.00009331734,0.0001140557,0.000008136205,0.0002666701,0.0001025235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267969,"about_ca_system_score_gemma":0.0003949795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003084254,"about_ca_topic_score_gemma":0.00001202246,"domain_scores_codex":[0.9976381,0.00008469057,0.0004522624,0.0007041792,0.000599738,0.000521034],"domain_scores_gemma":[0.9988546,0.0001689112,0.00007535046,0.0005886886,0.0001002711,0.0002121171],"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":[0.002930729,0.0006230554,0.0286239,0.00776101,0.0006668392,0.001673222,0.008699431,0.0001215972,0.9477641,0.00008870973,0.000335006,0.0007123813],"study_design_scores_gemma":[0.006591548,0.0007956591,0.001675948,0.0007965899,0.0006300345,0.0003743086,0.0005688386,0.0004937652,0.9853541,0.00001429382,0.002190692,0.0005142787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907053,0.003561188,0.00140026,0.0006099697,0.0006940045,0.001547248,0.00004617286,0.0003884529,0.001047378],"genre_scores_gemma":[0.9934198,0.0002118353,0.004011197,0.0001158034,0.0002902895,0.00009640426,0.00004807764,0.0001757345,0.001630859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03758992,"threshold_uncertainty_score":0.9999307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04059902639117889,"score_gpt":0.2848504095448545,"score_spread":0.2442513831536756,"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."}}