{"id":"W4244305556","doi":"10.1182/blood.v128.22.692.692","title":"Are We Choosing Wisely in Lymphoma? Excessive Use of Surveillance CT Imaging in Patients with Diffuse Large B-Cell Lymphoma (DLBCL) in Long-Term Remission","year":2016,"lang":"en","type":"article","venue":"Blood","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Cancer Care Ontario; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Diffuse large B-cell lymphoma; Population; Cohort; Asymptomatic; Diagnosis code; Incidence (geometry); Lymphoma; Cumulative incidence; Pediatrics; Internal medicine","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":[0.001240539,0.00008469757,0.0002685276,0.0004999531,0.0005483601,0.001098526,0.0004951814,0.0007174268,0.0009305186],"category_scores_gemma":[0.009376897,0.0001592611,0.0002282678,0.001710539,0.0006771378,0.0006993132,0.0003495512,0.0008310138,0.0001112652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971742,"about_ca_system_score_gemma":0.002394321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06918827,"about_ca_topic_score_gemma":0.1744982,"domain_scores_codex":[0.9989359,0.0003431089,0.0001253204,0.0001396077,0.0001889501,0.0002672014],"domain_scores_gemma":[0.9897684,0.001809878,0.006375948,0.0002976888,0.0004542607,0.001293876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003878358,0.00001285386,0.9965424,0.000007421768,0.00001131072,0.00009325612,0.00009409418,0.00002557383,0.00003453437,0.00002367998,0.0003682299,0.002747903],"study_design_scores_gemma":[0.00001163181,0.00005491991,0.9967567,0.00006878201,0.00003098728,0.0006150445,0.0007886159,0.0004443811,0.00007365521,0.0001601873,0.0009867928,0.000008208745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913874,0.00169259,0.0001245357,0.005462321,0.00002450941,0.000008880879,0.0003331607,0.000005837591,0.0009606614],"genre_scores_gemma":[0.9985014,0.000460479,0.000112905,0.0006613391,0.00006277734,0.000003092126,0.0001362632,0.000002288172,0.00005947869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06918827,"threshold_uncertainty_score":0.1375711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023929619908911,"score_gpt":0.2326529580847067,"score_spread":0.2224136618856176,"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."}}