{"id":"W2050393824","doi":"10.1002/bies.201200118","title":"Blood stem cell products: Toward sustainable benchmarks for clinical translation","year":2013,"lang":"en","type":"review","venue":"BioEssays","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heart and Stroke Foundation; University Health Network; Université de Montréal; Hôpital Maisonneuve-Rosemont; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Stem cell; Progenitor cell; Ex vivo; Haematopoiesis; Medicine; Computer science; Immunology; Biotechnology; Biology; In vivo; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.001184689,0.0005381088,0.002206445,0.0002193888,0.00008130132,0.00005701738,0.0002192537,0.0009071072,0.0002128679],"category_scores_gemma":[0.00006076035,0.0004125121,0.0007570637,0.0003515867,0.00008142796,0.0001160226,0.00001926046,0.0004526489,0.0001239844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008663693,"about_ca_system_score_gemma":0.0009259565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001379234,"about_ca_topic_score_gemma":4.36024e-7,"domain_scores_codex":[0.9963795,0.0002309534,0.001579377,0.000861338,0.0003638698,0.0005849932],"domain_scores_gemma":[0.9975637,0.000666204,0.0004976907,0.0006513888,0.0003891542,0.0002319295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005255779,0.0004694762,0.00002781984,0.3579358,0.0003212979,0.00005856019,0.0002298519,4.126318e-8,0.00000612913,0.0004094884,0.005488121,0.6350008],"study_design_scores_gemma":[0.001731118,0.000576828,0.000003050031,0.007267711,0.006748999,0.0001093922,0.0002037132,0.000005164519,0.0001382887,0.00002929345,0.982768,0.0004184441],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002209732,0.98217,0.000793966,0.0001846566,0.0005069218,0.008915522,0.00009270437,0.0001022263,0.007211938],"genre_scores_gemma":[0.00006716547,0.98575,0.00461359,0.00003427022,0.0007894607,0.001053933,0.00199332,0.0001239523,0.005574321],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9772799,"threshold_uncertainty_score":0.9998327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1678715600466759,"score_gpt":0.3950677234122286,"score_spread":0.2271961633655527,"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."}}