{"id":"W2397149027","doi":"10.1097/rlu.0000000000000996","title":"18F-FDG-PET/CT in the Staging and Management of Melanoma","year":2015,"lang":"en","type":"article","venue":"Clinical Nuclear Medicine","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Princess Margaret Cancer Centre; Cancer Care Ontario; Women's College Hospital; Hamilton Health Sciences; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Melanoma; Stage (stratigraphy); Metastasectomy; Radiation therapy; Positron emission tomography; Radiology; PET-CT; Nuclear medicine; Internal medicine; Cancer; Metastasis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001712935,0.0001105451,0.000386351,0.00009910602,0.00002644142,0.000006132532,0.0001238725,0.0000111884,0.0001565759],"category_scores_gemma":[0.0002242928,0.00006761862,0.00005317793,0.0002081698,0.000236425,0.00002432945,0.00009724259,0.0002449613,0.00004185157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002734635,"about_ca_system_score_gemma":0.00001205414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006104593,"about_ca_topic_score_gemma":0.000008885999,"domain_scores_codex":[0.9985397,0.0001173866,0.0005767999,0.0002388433,0.0003638843,0.0001633595],"domain_scores_gemma":[0.9991504,0.0001619934,0.0001047599,0.0003690128,0.00004140618,0.000172444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005076052,0.003492547,0.1491788,0.002822018,0.001433277,0.07117083,0.005762478,0.00001387617,0.0003190344,0.05856415,0.3278076,0.3743593],"study_design_scores_gemma":[0.0127653,0.004196791,0.1692359,0.001053354,0.0005557914,0.003080355,0.02262784,0.00112254,0.000008780905,0.0008437121,0.78428,0.0002296181],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271907,0.0003044986,0.00001517761,0.01754406,0.0004276615,0.0005334177,6.948339e-7,0.00004242769,0.0539414],"genre_scores_gemma":[0.9934933,0.0007159277,0.00044039,0.0043518,0.0001707563,0.000004723814,0.000002979699,0.00001721989,0.0008029031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4564724,"threshold_uncertainty_score":0.2757407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07992811335561338,"score_gpt":0.3656667483677074,"score_spread":0.285738635012094,"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."}}