{"id":"W2762528795","doi":"10.1016/j.clml.2017.10.003","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":2017,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research; University of Toronto; Occupational Cancer Research Centre; Health Sciences Centre; Cancer Care Ontario; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Association Canadienne des Radiologistes; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Diffuse large B-cell lymphoma; International Prognostic Index; Lymphoma; Cumulative incidence; Prednisone; Rituximab; Incidence (geometry); Cohort; Population; CHOP; Vincristine; Radiology; Internal medicine; Cyclophosphamide; Nuclear medicine; Surgery; Chemotherapy; Environmental health","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":[0.001100291,0.0001413884,0.000341647,0.0006452835,0.00063627,0.001140171,0.0004265383,0.0009025687,0.001153156],"category_scores_gemma":[0.01086032,0.0001734915,0.0003835943,0.001380272,0.0005349366,0.001032622,0.0003469283,0.001195828,0.0002105895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006191794,"about_ca_system_score_gemma":0.0008564884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002052236,"about_ca_topic_score_gemma":0.007011995,"domain_scores_codex":[0.9989098,0.0004383308,0.0001662347,0.00008278172,0.0002444591,0.0001583061],"domain_scores_gemma":[0.9942914,0.002024394,0.002240381,0.0002888194,0.000384653,0.0007702535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003543527,0.00006212637,0.9602631,0.00003997143,0.0001208834,0.001070523,0.0002650001,0.0001257546,0.0006295742,0.0001526663,0.001466046,0.03545005],"study_design_scores_gemma":[0.00002542396,0.0002883814,0.9812537,0.0002416939,0.0002871947,0.008239579,0.001839971,0.0005600734,0.0006622012,0.001183357,0.0053953,0.00002306205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692403,0.01239104,0.0004195757,0.01347419,0.000188942,0.000005841303,0.0001477466,0.00002689086,0.004105601],"genre_scores_gemma":[0.9960793,0.001693136,0.0002399343,0.001565999,0.000203344,0.000002361872,0.0000618961,0.0000118756,0.0001422451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002052236,"threshold_uncertainty_score":0.005818963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024046470386714,"score_gpt":0.3170284407608929,"score_spread":0.2867879760570257,"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."}}