{"id":"W2173981867","doi":"","title":"The Need for Ethnically Diverse Stem Cell Donors","year":2015,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnically diverse; Ethnic group; Stem cell; Attrition; Diversity (politics); Medicine; Biology; Political science; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004421866,0.00009216634,0.0003510385,0.0002542017,0.0010532,0.00107289,0.000457467,0.0006038938,0.008064394],"category_scores_gemma":[0.006831327,0.00007966709,0.0002420936,0.0005087756,0.0004315616,0.0008278188,0.001686677,0.0008576142,0.001029941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476511,"about_ca_system_score_gemma":0.002851813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178292,"about_ca_topic_score_gemma":0.002767043,"domain_scores_codex":[0.9971809,0.001788732,0.0002289022,0.0001807794,0.0004138394,0.0002068726],"domain_scores_gemma":[0.9967011,0.001610737,0.0005238533,0.0001449606,0.0004227042,0.0005966453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002946055,0.0002115438,0.1448727,0.002755366,0.00009843733,0.003453315,0.007930551,0.0001547073,0.00315758,0.01870556,0.05411524,0.7642504],"study_design_scores_gemma":[0.0001379981,0.0006173147,0.1638248,0.008842198,0.0002829583,0.0222227,0.03830437,0.0003144075,0.002852759,0.02021793,0.7422981,0.00008450598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4774307,0.1610932,0.01286475,0.2268479,0.003855022,0.000807994,0.001259338,0.0001298003,0.1157113],"genre_scores_gemma":[0.8065444,0.1145674,0.01296828,0.04978517,0.002027387,0.001015168,0.001291708,0.00004957828,0.0117509],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008064394,"threshold_uncertainty_score":0.02697808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797575717339144,"score_gpt":0.3135583899441013,"score_spread":0.2755826327707098,"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."}}