{"id":"W4376114744","doi":"10.1038/s41422-023-00817-z","title":"Towards clinically meaningful expansion of human HSCs","year":2023,"lang":"en","type":"letter","venue":"Cell Research","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Institute for Research in Immunology and Cancer","funders":"","keywords":"Biology; Computational biology","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":[0.007071003,0.0006622457,0.001045126,0.0005517913,0.00297165,0.004429137,0.001636905,0.05796132,0.004751049],"category_scores_gemma":[0.0301142,0.0006429189,0.001471303,0.0004371996,0.003916719,0.003399753,0.002519749,0.04722409,0.005214651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003427986,"about_ca_system_score_gemma":0.004864755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002168256,"about_ca_topic_score_gemma":0.005591256,"domain_scores_codex":[0.9934324,0.002466096,0.0007923676,0.0005149418,0.002195508,0.0005986908],"domain_scores_gemma":[0.9849902,0.01156169,0.0004995748,0.0003746919,0.001432808,0.001141079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002114799,0.0001581137,0.0008445844,0.0001410698,0.00002759701,0.003091622,0.0002139944,0.0002489702,0.00166812,0.02273587,0.9420143,0.02864416],"study_design_scores_gemma":[0.0002966326,0.0002137261,0.0007699638,0.000295683,0.00004077105,0.002367721,0.0002357952,0.0008798887,0.001542537,0.04103925,0.9522704,0.00004756746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008463095,0.002393767,0.0008899088,0.9740616,0.0163807,0.0000391735,0.00005091988,0.00003729882,0.005300357],"genre_scores_gemma":[0.005317856,0.001698594,0.001154798,0.9547185,0.02934024,0.0001107483,0.00005063174,0.00002947814,0.007579115],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05796132,"threshold_uncertainty_score":0.03739548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2093065660187359,"score_gpt":0.4547806045262886,"score_spread":0.2454740385075527,"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."}}