{"id":"W2014097973","doi":"10.1097/rlu.0b013e31817793bb","title":"Intensity of FDG Uptake Is Not Everything","year":2008,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Lakeshore General Hospital","funders":"","keywords":"Medicine; Lesion; Fibrous dysplasia; Liposarcoma; Hypermetabolism; Soft tissue; Malignancy; Radiology; Differential diagnosis; Sarcoma; Tibia; PET-CT; Soft tissue sarcoma; Positron emission tomography; Nuclear medicine; Pathology; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000490422,0.0001612143,0.0009294379,0.00007342044,0.00007536892,0.000001490019,0.0001051615,0.0001585077,0.001516165],"category_scores_gemma":[0.001416412,0.0001093015,0.0002683179,0.0001600714,0.0006676561,0.00003639949,0.00007395152,0.0003554796,0.0002694243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003374592,"about_ca_system_score_gemma":0.00004783973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009714311,"about_ca_topic_score_gemma":0.00000119662,"domain_scores_codex":[0.9980903,0.00004357803,0.0008969767,0.0003403968,0.0004167101,0.0002120185],"domain_scores_gemma":[0.9983329,0.0004343627,0.0001860183,0.000524269,0.0002168006,0.0003057111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001600052,0.002554104,0.6320649,0.0001098094,0.0005635639,0.001592976,0.002165573,2.567865e-7,0.0009253205,0.000511986,0.3100477,0.04786376],"study_design_scores_gemma":[0.004610814,0.00156397,0.9000852,0.0003989224,0.0002936043,0.0003312058,0.0002418346,0.00009715051,0.000192822,0.00008340147,0.09200419,0.00009694057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670457,0.0005168272,0.000004080432,0.02628316,0.0004844802,0.0002143098,0.000004077705,0.0000651517,0.00538216],"genre_scores_gemma":[0.9701962,0.00152787,0.0009084211,0.02645436,0.0005642087,0.00000209826,0.000007540679,0.00003043726,0.000308837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2680202,"threshold_uncertainty_score":0.9993966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559267441763444,"score_gpt":0.384634946901928,"score_spread":0.2287082027255835,"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."}}