{"id":"W4232620025","doi":"10.1016/j.bbmt.2018.03.020","title":"ASBMT and CBMTG Release Choosing Wisely BMT Recommendations","year":2018,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01649017,0.0007840176,0.001041007,0.002663185,0.003907552,0.007234459,0.003430651,0.01565131,0.04120028],"category_scores_gemma":[0.08424367,0.0007775031,0.002238349,0.002144362,0.001841037,0.002496918,0.00309833,0.01754568,0.02335413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01189391,"about_ca_system_score_gemma":0.06552405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2382167,"about_ca_topic_score_gemma":0.4219441,"domain_scores_codex":[0.9802909,0.001937557,0.001667396,0.0005721839,0.01331815,0.002213859],"domain_scores_gemma":[0.8857615,0.01585431,0.003218569,0.002456787,0.07002918,0.02267963],"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":[0.000005997697,0.00001398899,0.0001386077,0.00001947716,0.000002706986,0.00002092957,0.00002608802,0.00002878755,0.00002180775,0.0006373056,0.9926465,0.006437914],"study_design_scores_gemma":[0.00003603253,0.00001952318,0.00143413,0.0004143605,0.00001356942,0.00005547578,0.0001223802,0.00007283999,0.0000968182,0.0008690082,0.9968353,0.00003049432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0009923415,0.0032259,0.00187842,0.8505922,0.05347783,0.0006105345,0.004978138,0.001211649,0.08303305],"genre_scores_gemma":[0.01202066,0.01028804,0.02779979,0.5984423,0.02968487,0.001206915,0.01142455,0.00135216,0.3077808],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2382167,"threshold_uncertainty_score":0.4736602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3576724918437871,"score_gpt":0.49691713720135,"score_spread":0.1392446453575629,"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."}}