{"id":"W2313181339","doi":"10.6009/jjrt.67.587","title":"Usefulness of Positron Emission Tomography in Oncology","year":2011,"lang":"en","type":"article","venue":"Japanese Journal of Radiological Technology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Positron emission tomography; Medical physics; Medicine; Positron Emission Tomography-Computed Tomography; Nuclear medicine; Brain positron emission tomography; Preclinical imaging","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":[0.0005760359,0.00009897987,0.0005745536,0.0005742548,0.00002134156,9.93577e-7,0.0002815066,0.000326817,0.0001231069],"category_scores_gemma":[0.000477329,0.00006095479,0.0001298478,0.0007134681,0.0004675284,0.00004220966,0.00005801126,0.0005690996,0.000001655636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004865735,"about_ca_system_score_gemma":0.00004655898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009176609,"about_ca_topic_score_gemma":4.511678e-7,"domain_scores_codex":[0.9988021,0.00006675948,0.0006534022,0.0001382867,0.0001351862,0.0002042778],"domain_scores_gemma":[0.9990706,0.0001056514,0.0003182416,0.0002192257,0.0001572981,0.0001289561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007206955,0.001613308,0.2787395,0.00003131406,0.00005254261,0.0005010722,0.0005458521,6.206739e-7,0.6837837,0.008517941,0.0004734191,0.02502009],"study_design_scores_gemma":[0.006259767,0.01579632,0.3553864,0.000481394,0.0001966964,0.02280127,0.002834679,0.0002902571,0.5073848,0.08152846,0.00664082,0.0003992021],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930356,0.0001155818,0.00179831,0.003663966,0.0000342289,0.0001590376,3.906752e-7,0.00006205089,0.001130873],"genre_scores_gemma":[0.9510732,0.0000830909,0.04861575,0.0001716208,0.00002707739,0.00001475079,6.373028e-7,0.000005493906,0.000008367032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.176399,"threshold_uncertainty_score":0.2520712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05205368321242329,"score_gpt":0.3207154798199709,"score_spread":0.2686617966075476,"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."}}