{"id":"W4416842536","doi":"10.1016/j.exphem.2025.105019","title":"3078 – METABOLIC REMODELING UNDER THE STRESS OF EX VIVO CULTURE OF HUMAN HEMATOPOIETIC STEM CELLS","year":2025,"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":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Ex vivo; Haematopoiesis; Progenitor cell; Stem cell; Hematopoietic stem cell; Cell culture; Regeneration (biology); In vivo","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001149351,0.0002471907,0.0002578628,0.0001350379,0.0001925478,0.0003467726,0.0001427322,0.0001987339,0.003453761],"category_scores_gemma":[0.00007149983,0.00009531116,0.0002180698,0.0001975861,0.0001725492,0.0001824409,0.0001760258,0.0004262345,0.0005465205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501307,"about_ca_system_score_gemma":0.0002426811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007568356,"about_ca_topic_score_gemma":0.0008706167,"domain_scores_codex":[0.9998877,0.00002493255,0.00001027658,0.00002485928,0.00002728743,0.00002491045],"domain_scores_gemma":[0.9999588,0.000007172076,0.000007246709,0.000008414871,0.000006758406,0.00001161965],"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":[0.00111327,0.00005371794,0.0008109357,0.00004399241,0.00001445108,0.0002446487,0.00004053297,0.000150586,0.9945474,0.0001932418,0.0001782333,0.002609079],"study_design_scores_gemma":[0.00003934449,0.0004212853,0.01322251,0.00000965597,0.00002409506,0.0005877549,0.0001190347,0.0009842183,0.9800556,0.0001477179,0.00438193,0.00000677813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992476,0.001607013,0.001480049,0.0002568494,0.00009069005,0.00001872225,0.0009648659,0.00002380593,0.003081876],"genre_scores_gemma":[0.9947845,0.0004621201,0.0007431626,0.00007263117,0.00001638594,0.00001973881,0.001321369,0.00001382478,0.002566358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003453761,"threshold_uncertainty_score":0.011554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123981518950588,"score_gpt":0.319690496471726,"score_spread":0.2984506812822201,"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."}}