{"id":"W2049593092","doi":"10.1038/bmt.2014.67","title":"Unrelated adult stem cell donor medical suitability: recommendations from the World Marrow Donor Association Clinical Working Group Committee","year":2014,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stem Cell Network","funders":"","keywords":"Medicine; Donation; Stem cell; Transplantation; Hematopoietic stem cell transplantation; Hematopoietic stem cell; Family medicine; Haematopoiesis; Surgery; Political science; Law","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"],"consensus_categories":[],"category_scores_codex":[0.003960983,0.000410612,0.0007435328,0.0001756808,0.0003685482,0.0001089964,0.0003014131,0.0005768801,0.0008873352],"category_scores_gemma":[0.0002505297,0.0003397856,0.0003471035,0.0006417478,0.0001191051,0.000216541,0.00002168087,0.001115818,0.0002683623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002972856,"about_ca_system_score_gemma":0.0001614345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000441933,"about_ca_topic_score_gemma":0.005735506,"domain_scores_codex":[0.9940314,0.001580577,0.001784339,0.0007558619,0.00127545,0.0005724163],"domain_scores_gemma":[0.9911827,0.006964231,0.0005841797,0.0006324708,0.0002513199,0.0003850332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001453304,0.0008106972,0.9404449,0.0005404453,0.0003683315,0.00007130418,0.002434422,0.00001644713,0.002139862,0.001800701,0.009152056,0.04076748],"study_design_scores_gemma":[0.02902361,0.0007420912,0.9068784,0.004430011,0.004981581,0.0002174911,0.001517675,0.009201191,0.006376127,0.00156832,0.03339599,0.001667528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125744,0.0002388944,0.02986275,0.03989924,0.002260847,0.002050963,0.000274041,0.0005354895,0.01230335],"genre_scores_gemma":[0.9876586,0.0009611123,0.003087647,0.003014114,0.0006257033,0.0001331422,0.003159486,0.00007967685,0.001280532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07508416,"threshold_uncertainty_score":0.9999054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487932543922589,"score_gpt":0.2829872188805405,"score_spread":0.2581078934413146,"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."}}