{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001682774,0.000146182,0.000159811,0.0009857786,0.0002778696,0.0005456218,0.0006192405,0.0003321128,0.00102641],"category_scores_gemma":[0.004790397,0.0001387303,0.0001246522,0.001393019,0.0002949281,0.0003090096,0.0003276514,0.0002569788,0.0002455928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00214221,"about_ca_system_score_gemma":0.002727607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1860473,"about_ca_topic_score_gemma":0.3086055,"domain_scores_codex":[0.9995073,0.0001289945,0.00005513763,0.00005019524,0.0001875621,0.00007084695],"domain_scores_gemma":[0.9987405,0.0001837499,0.0005077635,0.0000928676,0.0003355127,0.0001395686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001667443,0.00003795035,0.9453482,0.0001186937,0.00002107465,0.0004131509,0.0001190305,0.0003123985,0.0006153706,0.0000634903,0.002575746,0.05020822],"study_design_scores_gemma":[0.00002998572,0.00009165084,0.9877052,0.0001746079,0.00004073864,0.002137674,0.0002039581,0.001106126,0.0003489657,0.0001137915,0.008040319,0.00000704469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366816,0.04343288,0.001762396,0.003074233,0.0001422078,0.0002590748,0.002723487,0.00006485858,0.01185926],"genre_scores_gemma":[0.9887317,0.008431342,0.001235633,0.0001636203,0.00008419633,0.00003443292,0.0008904713,0.000005861569,0.0004228728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1860473,"threshold_uncertainty_score":0.3699288,"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."}}