{"id":"W2101014965","doi":"10.1186/1472-6963-10-283","title":"A systematic review of PET and PET/CT in oncology: A way to personalize cancer treatment in a cost-effective manner?","year":2010,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Positron emission tomography; Medical physics; Nursing research; Cost effectiveness; Economic evaluation; Health administration; Health economics; Modalities; Public health; Nuclear medicine; Pathology; Risk analysis (engineering)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005294684,0.0003116477,0.003931697,0.0006883207,0.00006173097,0.00001330846,0.0003176285,0.00005974683,0.00007838257],"category_scores_gemma":[0.0002477508,0.0002028209,0.000177985,0.001368754,0.000100011,0.00002602054,0.0001709068,0.00114413,0.00002582658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002015435,"about_ca_system_score_gemma":0.002824848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008527158,"about_ca_topic_score_gemma":0.006843392,"domain_scores_codex":[0.9949694,0.00181497,0.001325169,0.0006203441,0.0006379844,0.0006321096],"domain_scores_gemma":[0.9965348,0.001556141,0.0003760536,0.0006993689,0.0002376975,0.0005958988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001475243,0.0002664145,0.00004486129,0.8420025,0.00002722507,0.0001385399,0.000285952,6.840728e-9,2.277485e-7,0.00003997076,0.0000845173,0.157095],"study_design_scores_gemma":[0.0003350385,0.0004048848,0.00005014623,0.6365898,0.0001454382,0.0003802052,0.0001557035,0.0000732923,2.420044e-7,0.000005302647,0.3617756,0.00008438694],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002339125,0.9549102,0.000002882481,0.002314921,0.00001942878,0.04225543,0.00008846774,0.00002331023,0.0001514998],"genre_scores_gemma":[0.00002687169,0.9297689,0.001645235,0.001125448,0.00004822764,0.06706771,0.0000769367,0.00003893202,0.0002017313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3616911,"threshold_uncertainty_score":0.9980751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398480276233612,"score_gpt":0.5704916016798784,"score_spread":0.4306435740565173,"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."}}