{"id":"W2582639740","doi":"10.1182/blood.v118.21.1016.1016","title":"Global Use and Trends in Hematopoietic Stem Cell Transplantation Analyzed by the Worldwide Network of Blood and Marrow Transplantation WBMT: A Targeted Approach for a Widening Gap","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Transplantation; Medicine; Hematopoietic stem cell transplantation; Internal medicine","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":[0.001416016,0.0001633513,0.0003156638,0.002460225,0.0001223095,0.0006722831,0.0003212702,0.000281641,0.001326896],"category_scores_gemma":[0.00239317,0.00008621447,0.0003567672,0.006377177,0.0002319884,0.001019881,0.0006739477,0.0003924217,0.000213274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004528312,"about_ca_system_score_gemma":0.0007281923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207903,"about_ca_topic_score_gemma":0.01194841,"domain_scores_codex":[0.9994659,0.000202745,0.00008439879,0.0001070568,0.00008010013,0.00005988367],"domain_scores_gemma":[0.9983072,0.0003080194,0.0006852599,0.0001196256,0.0004225794,0.0001573166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003342414,0.00001250454,0.9879431,0.00008758384,0.00007725097,0.00002271175,0.0001315176,0.0001327395,0.0001419519,0.0003944768,0.001132889,0.009889827],"study_design_scores_gemma":[0.000001876981,0.00002475035,0.9960058,0.00006035597,0.00003346659,0.00005449817,0.0006183234,0.0005428511,0.00006897557,0.0001141009,0.002471382,0.000003427316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547793,0.01366528,0.002190159,0.006297043,0.0001185159,0.00005595092,0.01613694,0.00006397777,0.006692867],"genre_scores_gemma":[0.9911272,0.002734522,0.00103716,0.0002607362,0.00009622626,0.0000347005,0.004427622,0.00001220537,0.0002697021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01207903,"threshold_uncertainty_score":0.02401745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537993826812037,"score_gpt":0.2494778940483865,"score_spread":0.2240979557802661,"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."}}