{"id":"W2900750202","doi":"10.1016/j.clml.2018.11.002","title":"Are We Choosing Wisely With Autologous Hematopoietic Cell Transplantation Screening? The Utility of Pulmonary Function Testing Prior to Autologous Hematopoietic Cell Transplantation","year":2018,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Hematopoietic cell; Transplantation; Hematopoietic stem cell transplantation; Haematopoiesis; Pulmonary function testing; Oncology; Intensive care medicine; Internal medicine; Stem cell; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006296614,0.000553622,0.001477106,0.001340176,0.00154646,0.003246869,0.001273689,0.004754539,0.004908843],"category_scores_gemma":[0.06345626,0.0003953243,0.0008975776,0.001075872,0.002228779,0.006531575,0.0008217844,0.008277847,0.001417654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039199,"about_ca_system_score_gemma":0.003396859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004850445,"about_ca_topic_score_gemma":0.01008817,"domain_scores_codex":[0.9955158,0.002129191,0.0004692598,0.0004034792,0.0009725264,0.0005098158],"domain_scores_gemma":[0.9808864,0.01173392,0.001597993,0.0006095694,0.002588132,0.002583977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001516161,0.001204201,0.4813565,0.0004193229,0.0006233568,0.01001956,0.001083682,0.001406198,0.002065208,0.005247758,0.08122227,0.4138358],"study_design_scores_gemma":[0.0007435592,0.004026879,0.5846132,0.01503174,0.001825312,0.0850585,0.02068471,0.01053436,0.005417828,0.1156961,0.1556668,0.0007009549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2344204,0.06188838,0.006280549,0.6541383,0.009056675,0.000115106,0.0005323614,0.0002015606,0.03336671],"genre_scores_gemma":[0.8669083,0.02940658,0.008626954,0.07523451,0.01711675,0.00006718325,0.0002998811,0.0001165249,0.002223334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006296614,"threshold_uncertainty_score":0.0333001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04679049909338519,"score_gpt":0.3015993118845955,"score_spread":0.2548088127912103,"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."}}