{"id":"W2030317437","doi":"10.1053/clon.2002.0118","title":"Positron Emission Tomography in the Management of Lymphomas","year":2002,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Positron emission tomography; Lymphoma; Functional imaging; Molecular imaging; Pet imaging; Preclinical imaging; Fluorodeoxyglucose; Pathology; Nuclear medicine; Radiology; In vivo","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004652081,0.00008052158,0.0003680211,0.00005354308,0.00002069306,0.000002335207,0.0001036775,0.0001373225,0.0002054531],"category_scores_gemma":[0.00002910137,0.00004528122,0.0002016104,0.0001892743,0.0001118419,0.00001414608,0.00003997927,0.00008860626,0.00004616161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008041493,"about_ca_system_score_gemma":0.00002038946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001703787,"about_ca_topic_score_gemma":0.000004009992,"domain_scores_codex":[0.9988378,0.0001578272,0.0005197712,0.0001892534,0.0001433416,0.0001519859],"domain_scores_gemma":[0.9990606,0.0004531589,0.0001089962,0.0002823769,0.00002114378,0.00007372937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002166286,0.007893058,0.5974271,0.0000476305,0.0002008956,0.000787495,0.0001591871,3.199854e-7,0.00001494895,0.001988322,0.00999052,0.3812739],"study_design_scores_gemma":[0.0062681,0.002557398,0.9282636,0.00009300114,0.0002339208,0.0000392601,0.00014501,0.00004363352,0.00008238343,0.0002799059,0.06194742,0.000046354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9030872,0.00123934,0.000002955756,0.006950008,0.0001956155,0.0003983049,0.000001216866,0.00001221117,0.08811312],"genre_scores_gemma":[0.9952617,0.001559732,0.0009627265,0.001775859,0.00007429639,0.0000453886,0.00000465987,0.000005076967,0.0003105234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3812276,"threshold_uncertainty_score":0.2249567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09246476359120659,"score_gpt":0.407799149894335,"score_spread":0.3153343863031284,"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."}}