{"id":"W2330133321","doi":"10.1016/j.exphem.2014.07.149","title":"Ex vivo expansion of hematopoietic stem cells from steady state peripheral blood","year":2014,"lang":"en","type":"article","venue":"Experimental Hematology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Héma-Québec","funders":"","keywords":"Haematopoiesis; Ex vivo; Peripheral blood; Stem cell; Peripheral; Cell biology; In vivo; Steady state (chemistry); Biology; Immunology; Medicine; Chemistry; Genetics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001596096,0.0003371452,0.0009413342,0.0001189672,0.0000602973,0.00001168302,0.0001655866,0.0002039205,0.001207529],"category_scores_gemma":[0.000005592591,0.0003130048,0.0001730747,0.0001337257,0.000201774,0.0000886359,0.00005569061,0.0001744473,0.0001634723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005443927,"about_ca_system_score_gemma":0.00006622565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092987,"about_ca_topic_score_gemma":0.000006228368,"domain_scores_codex":[0.9976208,0.0001853063,0.0007998963,0.0005385773,0.000426654,0.0004287705],"domain_scores_gemma":[0.9986812,0.0002130562,0.0002361643,0.0005704887,0.00006528263,0.0002337967],"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":[0.0003766743,0.0007446988,0.003052232,0.00043379,0.0001412881,0.0001394552,0.008608581,0.00000650725,0.9808382,0.00519209,0.0002595168,0.000206937],"study_design_scores_gemma":[0.003907427,0.0006978822,0.0001832322,0.0003164641,0.0001207413,0.0005893469,0.00299985,0.0003167955,0.9902416,0.0001445398,0.0002253013,0.0002568562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913354,0.001900373,0.002160658,0.00007114208,0.0004596,0.000567945,0.00003258678,0.0001208044,0.003351489],"genre_scores_gemma":[0.996181,0.00002624975,0.002847647,0.0001956376,0.00005869973,0.00004638404,0.00003870183,0.00006483416,0.0005409235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009403334,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417582350203153,"score_gpt":0.2662807553313085,"score_spread":0.252104931829277,"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."}}