{"id":"W2521143515","doi":"10.4137/bic.s27483","title":"PET Metabolic Biomarkers for Cancer","year":2016,"lang":"en","type":"review","venue":"Biomarkers in Cancer","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa; Université de Sherbrooke","funders":"","keywords":"Positron emission tomography; Cancer; Chemotherapy; Radiation therapy; Medicine; Fluorodeoxyglucose; In vivo; Cancer research; Cancer cell; Nuclear medicine; Oncology; Internal medicine; Biology; Biotechnology","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":[0.001074919,0.001357891,0.001733754,0.002898225,0.0003136508,0.001395542,0.001229786,0.00230101,0.004806866],"category_scores_gemma":[0.001619773,0.0004454062,0.0009318627,0.002288482,0.0008735328,0.001995343,0.0009780881,0.002924733,0.003673169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298211,"about_ca_system_score_gemma":0.0009474037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202655,"about_ca_topic_score_gemma":0.001561782,"domain_scores_codex":[0.9995771,0.0001127765,0.00004221112,0.00009997562,0.0001325872,0.00003533695],"domain_scores_gemma":[0.9994055,0.0002892642,0.00007348492,0.00002694811,0.0001711495,0.00003354616],"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":[0.0001273178,0.00007112493,0.0007146935,0.009116472,0.0001776211,0.0004946382,0.00006221626,0.000497457,0.004768983,0.007294008,0.04344099,0.9332343],"study_design_scores_gemma":[0.00001871931,0.00009279726,0.001183682,0.002468847,0.0001691827,0.004983601,0.00005387597,0.0002935591,0.002847344,0.00458215,0.9832644,0.00004186639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001742975,0.9959136,0.0008140106,0.000686441,0.0003783702,0.00001082182,0.00004206062,0.00002456155,0.001955857],"genre_scores_gemma":[0.002738292,0.9924225,0.001246187,0.0007386231,0.0004863389,0.00003128787,0.0001483168,0.00001022424,0.002178269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004806866,"threshold_uncertainty_score":0.01608062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03651793598389163,"score_gpt":0.3597431313041936,"score_spread":0.323225195320302,"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."}}