{"id":"W4312452366","doi":"10.48036/apims.v18i3.648","title":"Diagnostic Accuracy of Positron Emission Tomography-Computed Tomography (PET-CT Scan) In Detecting Bone Marrow Involvement in Patients with Diffuse Large B cell Lymphoma","year":2022,"lang":"en","type":"article","venue":"Annals of PIMS-Shaheed Zulfiqar Ali Bhutto Medical University","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Defence Medical Centre","funders":"","keywords":"Medicine; Bone marrow; Biopsy; Radiology; Lymphoma; Positron emission tomography; Gold standard (test); Nuclear medicine; Lymph node; Hematology; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002398252,0.0003752366,0.0003019512,0.001102028,0.0002194935,0.0006063811,0.0004229941,0.0006815139,0.0005816674],"category_scores_gemma":[0.008419209,0.00029929,0.0002984301,0.0004165553,0.0004014609,0.0006035684,0.000362897,0.0003882067,0.0002893699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455539,"about_ca_system_score_gemma":0.0001873805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007821092,"about_ca_topic_score_gemma":0.0009404527,"domain_scores_codex":[0.9988033,0.0004215268,0.0002065951,0.0001892909,0.000274589,0.000104723],"domain_scores_gemma":[0.9968956,0.001428135,0.000798928,0.0001718333,0.0004772701,0.0002283018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001490497,0.00002437969,0.9972907,0.000009758084,0.0000152905,0.0001196533,0.00002631067,0.00004699222,0.0006305093,0.000003066798,0.00001985818,0.001664446],"study_design_scores_gemma":[0.00002945069,0.0006218254,0.9923784,0.00002323684,0.00008894051,0.00401115,0.0001740297,0.001177256,0.001207451,0.0000170714,0.0002642891,0.000007057611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986732,0.0007946526,0.0001537216,0.00003952174,0.000007866813,0.000009108569,0.00005441992,0.000005380867,0.0002621537],"genre_scores_gemma":[0.9995927,0.0001197162,0.0001595873,0.00001290988,0.000009402593,0.000002836096,0.00007319894,7.762941e-7,0.0000288004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002398252,"threshold_uncertainty_score":0.01268333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037762076923679,"score_gpt":0.2260805169699466,"score_spread":0.2157028962007098,"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."}}