{"id":"W3045870186","doi":"10.1097/mnm.0000000000001250","title":"Weight loss as primary indication for FDG-PET/CT","year":2020,"lang":"en","type":"article","venue":"Nuclear Medicine Communications","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Weight loss; Positron emission tomography; Malignancy; Nuclear medicine; Radiology; Fluorodeoxyglucose; Standardized uptake value; PET-CT; Internal medicine; Obesity","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":[0.0007560646,0.0003791886,0.0004643597,0.001015404,0.0003402791,0.0006960017,0.00030233,0.0003841771,0.001899847],"category_scores_gemma":[0.002221555,0.000159266,0.0002779986,0.0008736519,0.0004393273,0.0004144978,0.000342573,0.0003589628,0.0005922531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064022,"about_ca_system_score_gemma":0.0002756733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000854703,"about_ca_topic_score_gemma":0.001449613,"domain_scores_codex":[0.9995626,0.0001077377,0.00008317858,0.00005561302,0.0001254371,0.00006545326],"domain_scores_gemma":[0.9986217,0.0002692755,0.0007116297,0.00006984718,0.0002039137,0.000123651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001851589,0.00002294943,0.9870867,0.00007492511,0.00002084001,0.003373887,0.00005073406,0.00003159235,0.001431363,0.00002252195,0.0002500736,0.007449272],"study_design_scores_gemma":[0.00001790219,0.000247834,0.9521562,0.0001958847,0.0001102437,0.0423732,0.0004040495,0.0003931409,0.002195781,0.00009261349,0.001803011,0.00001005021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868867,0.008864318,0.0007096644,0.0003379968,0.00005784811,0.00004826462,0.0002317084,0.00002915784,0.002834379],"genre_scores_gemma":[0.9975921,0.00137118,0.0003736135,0.0001435587,0.00008428733,0.000008242056,0.0001940776,0.000005907468,0.0002269657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001899847,"threshold_uncertainty_score":0.006355584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040509558941266,"score_gpt":0.3839904881816242,"score_spread":0.2799395322874976,"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."}}