{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008479975,0.0001600388,0.000251284,0.0003988187,0.000233427,0.0005704563,0.0002020456,0.0001348002,0.001396158],"category_scores_gemma":[0.001930921,0.00005288809,0.0002967369,0.0004428198,0.0003467513,0.000302319,0.0004110905,0.0003870578,0.0001307662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000854046,"about_ca_system_score_gemma":0.0005370007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002298819,"about_ca_topic_score_gemma":0.003681119,"domain_scores_codex":[0.9996519,0.00005639856,0.00003510523,0.00005408616,0.0001308464,0.00007165314],"domain_scores_gemma":[0.9987088,0.0002476922,0.0005973939,0.00004570616,0.0001354042,0.000265016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001083837,0.00005237336,0.9906442,0.00003247985,0.0001147892,0.0002020667,0.00008312247,0.0003173687,0.0004084706,0.00004596048,0.0002018175,0.006813398],"study_design_scores_gemma":[0.00004786144,0.001502487,0.9946884,0.00004295725,0.0001693956,0.001152431,0.0002802696,0.0006591247,0.0007909156,0.0001225873,0.0005364387,0.000007189284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987258,0.0005680241,0.00008498909,0.00003715101,0.000006496752,0.000008706035,0.0001649564,0.000002581631,0.0004012435],"genre_scores_gemma":[0.999471,0.0001373422,0.00003392298,0.00001571843,0.000006158932,0.000004578335,0.0002787958,0.000001015797,0.00005132299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002298819,"threshold_uncertainty_score":0.006196558,"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."}}