{"id":"W4229065705","doi":"10.3324/haematol.2021.279189","title":"One and a half million hematopoietic stem cell transplants: continuous and differential improvement in worldwide access with the use of non-identical family donors","year":2021,"lang":"en","type":"article","venue":"Haematologica","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"Core Research for Evolutional Science and Technology; Universitätsspital Basel","keywords":"Latin Americans; Transplantation; Population; Hematopoietic cell; Medicine; Demography; Internal medicine; Haematopoiesis; Stem cell; Political science; Biology; Environmental health; Genetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001383745,0.0002204259,0.0007331842,0.0001015588,0.00005866901,0.00007371754,0.00009361086,0.0001251835,0.00003380909],"category_scores_gemma":[0.000009963857,0.0001428907,0.00005434467,0.0002380982,0.0002197902,0.0001086672,0.00005160445,0.0002094754,0.000002110252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001712726,"about_ca_system_score_gemma":0.00005398869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001596797,"about_ca_topic_score_gemma":0.0002624994,"domain_scores_codex":[0.9983323,0.0001038941,0.0005325295,0.0004129619,0.0003280847,0.0002902716],"domain_scores_gemma":[0.9989982,0.0003753782,0.0001425974,0.0002812663,0.00008324645,0.0001193001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005039939,0.003414634,0.4354247,0.01831341,0.000637002,0.007262282,0.01448003,0.00003057008,0.5029411,0.001564774,0.0002479994,0.01064353],"study_design_scores_gemma":[0.01266403,0.001265108,0.5354342,0.004274813,0.001373786,0.002713916,0.004307656,0.00102896,0.436001,0.0001273737,0.0001420673,0.0006671125],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929619,0.0004090515,0.004714317,0.0008860403,0.00003973285,0.0008033822,0.00001527236,0.00002317814,0.0001471447],"genre_scores_gemma":[0.9979421,0.0007734328,0.0008241897,0.0002443305,0.000008803998,0.00006151275,0.00002169263,0.0000194786,0.0001044843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1000094,"threshold_uncertainty_score":0.5826913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360581968105048,"score_gpt":0.2567178585938418,"score_spread":0.220659661783337,"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."}}