{"id":"W3036864410","doi":"10.1097/mnm.0000000000001236","title":"Dual tracer 68Ga-DOTATOC and 18F-FDG PET/computed tomography radiomics in pancreatic neuroendocrine neoplasms: an endearing tool for preoperative risk assessment","year":2020,"lang":"en","type":"article","venue":"Nuclear Medicine Communications","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Nuclear medicine; Radiomics; PET-CT; Neuroendocrine tumors; Positron emission tomography; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003830924,0.0002958319,0.0002348289,0.0009679427,0.0001160993,0.0004225314,0.0001439878,0.0002945774,0.0005702233],"category_scores_gemma":[0.001718777,0.0001467105,0.0002148339,0.0003767977,0.0002243327,0.00024286,0.0002976649,0.0002549457,0.000157255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293936,"about_ca_system_score_gemma":0.0001502267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003630286,"about_ca_topic_score_gemma":0.000485724,"domain_scores_codex":[0.9998251,0.00006050426,0.0000211982,0.00002541151,0.00004897215,0.00001879413],"domain_scores_gemma":[0.9993684,0.0002434116,0.0001698589,0.00004668065,0.00008087898,0.00009075189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006295313,0.00003478938,0.9737759,0.00002399361,0.00004204389,0.0004925576,0.00003444302,0.0003835863,0.009341295,0.00002665727,0.0000544808,0.01516076],"study_design_scores_gemma":[0.00002311441,0.0004326097,0.9855011,0.00001339653,0.00008348935,0.004972246,0.0001677094,0.004906048,0.00333122,0.0001381631,0.0004193153,0.00001154349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973695,0.0008185611,0.001426063,0.00003555823,0.000005461774,0.000007882436,0.00006829188,0.000009269233,0.0002592951],"genre_scores_gemma":[0.998768,0.0001671453,0.0008793228,0.000007212577,0.00001058654,0.000006439062,0.00006572305,0.000001710623,0.00009385625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009679427,"threshold_uncertainty_score":0.002026021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05922788016028921,"score_gpt":0.3686286182776975,"score_spread":0.3094007381174083,"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."}}