{"id":"W2782610909","doi":"10.1016/j.bbmt.2018.01.017","title":"Choosing Wisely BMT: American Society for Blood and Marrow Transplantation and Canadian Blood and Marrow Transplant Group's List of 5 Tests and Treatments to Question in Blood and Marrow Transplantation","year":2018,"lang":"en","type":"review","venue":"Biology of Blood and Marrow Transplantation","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba; Ottawa Hospital; Princess Margaret Cancer Centre; University of Toronto; St. Michael's Hospital; University of Calgary; Kingston Health Sciences Centre; Queen's University","funders":"American Society for Blood and Marrow Transplantation","keywords":"Medicine; Bone transplantation; Bone marrow transplantation; Transplantation; Bone marrow; Oncology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03462357,0.001270923,0.001272046,0.004146948,0.008370893,0.007769894,0.0025213,0.00877076,0.02442982],"category_scores_gemma":[0.08985976,0.0006217939,0.002156937,0.003209107,0.004457677,0.003968214,0.005570881,0.01044223,0.008278837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02068384,"about_ca_system_score_gemma":0.1407497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1639635,"about_ca_topic_score_gemma":0.3391406,"domain_scores_codex":[0.9577277,0.0136622,0.005727872,0.001565617,0.01853636,0.002780249],"domain_scores_gemma":[0.8688845,0.01995484,0.006348672,0.002195664,0.08062676,0.02198956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000567415,0.00006455323,0.001334134,0.0007146625,0.00002692874,0.0001051934,0.0008877158,0.00006171085,0.0002652897,0.002767759,0.914023,0.07969233],"study_design_scores_gemma":[0.0001445284,0.00006748301,0.003818678,0.002459804,0.00005447368,0.0001691353,0.001726483,0.0001684929,0.0002874201,0.004164907,0.9868315,0.0001069801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003044305,0.01835997,0.01188545,0.85056,0.03665456,0.004360674,0.002033486,0.0009137676,0.0721878],"genre_scores_gemma":[0.05783426,0.04204951,0.1690047,0.566406,0.01401259,0.009958932,0.008736414,0.001045645,0.1309521],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1639635,"threshold_uncertainty_score":0.3260183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157782880378141,"score_gpt":0.3062802706658558,"score_spread":0.2847024418620744,"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."}}