{"id":"W4396762306","doi":"10.3324/haematol.2024.285002","title":"Continuous and differential improvement in worldwide access to hematopoietic cell transplantation: activity has doubled in a decade with a notable increase in unrelated and non-identical related donors","year":2024,"lang":"en","type":"article","venue":"Haematologica","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Cancer Institute","keywords":"Medicine; Transplantation; Cord blood; Hematopoietic cell; Population; Hematopoietic stem cell transplantation; Stem cell; Internal medicine; Immunology; Haematopoiesis; Oncology; Biology; Environmental health","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":[0.001349028,0.0003089908,0.0003018982,0.001273129,0.0003330409,0.001541889,0.0004944943,0.000649715,0.009715034],"category_scores_gemma":[0.003219909,0.0001166534,0.0003794573,0.003944397,0.0005805643,0.001372815,0.001525616,0.001290789,0.002103898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009915271,"about_ca_system_score_gemma":0.001478625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003639407,"about_ca_topic_score_gemma":0.002276535,"domain_scores_codex":[0.998995,0.0002244273,0.0001010426,0.000235574,0.0002838872,0.0001601574],"domain_scores_gemma":[0.9964054,0.000514154,0.001029644,0.0001559305,0.001022415,0.0008724869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003756847,0.0001157743,0.2722418,0.002333555,0.000113727,0.0008850946,0.001042629,0.0006384801,0.004426093,0.008751388,0.08529814,0.6237776],"study_design_scores_gemma":[0.00002590378,0.0002200592,0.6666048,0.0008744613,0.00007279599,0.003452711,0.001566556,0.0004614334,0.001361451,0.001818657,0.3234943,0.0000468081],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6308169,0.2200766,0.006349367,0.06285299,0.003815083,0.0001739829,0.02519484,0.0007857803,0.04993438],"genre_scores_gemma":[0.8537066,0.1019749,0.004022123,0.007789667,0.003497775,0.0001235035,0.0163628,0.0001368938,0.01238578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009715034,"threshold_uncertainty_score":0.03249997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556387585878324,"score_gpt":0.2681467061903166,"score_spread":0.2525828303315333,"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."}}