{"id":"W2957815062","doi":"10.1007/s00345-019-02875-8","title":"Diagnostic performance of multidetector computed tomographic (MDCTU) in upper tract urothelial carcinoma (UTUC): a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"World Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Meta-analysis; Radiology; Cochrane Library; Systematic review; Diagnostic accuracy; Urothelial carcinoma; Diagnostic odds ratio; Gold standard (test); False positive paradox; MEDLINE; Internal medicine; Cancer; Bladder cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009157046,0.0005713824,0.01402026,0.002274001,0.00002499218,0.00001020072,0.0002990697,0.0002083943,0.0003045192],"category_scores_gemma":[0.0002755678,0.000341161,0.003514593,0.001574468,0.0001124796,0.00007491465,0.0000508174,0.0008276174,0.0000102224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008696103,"about_ca_system_score_gemma":0.0003636365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004485265,"about_ca_topic_score_gemma":0.00003776343,"domain_scores_codex":[0.9953908,0.0008644655,0.002646547,0.0003709081,0.0003991415,0.0003281527],"domain_scores_gemma":[0.995348,0.001387189,0.002301043,0.000557211,0.0002290328,0.0001774582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001080311,0.0003709075,0.002858293,0.8677341,0.1243347,0.0003521708,0.00006626249,0.000009694097,3.627262e-7,0.00000529512,0.00004566442,0.00411445],"study_design_scores_gemma":[0.001251192,0.001253207,0.001346864,0.02592855,0.9605483,0.001715883,0.000002219482,0.00002519685,4.607135e-7,0.000002191447,0.007693077,0.0002328523],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004961708,0.996434,0.000009376433,0.0002011978,0.0001309286,0.002613889,0.00007604344,0.000005922544,0.00003248154],"genre_scores_gemma":[0.05557086,0.9434855,0.0001124383,0.000434356,0.00006538717,0.0001100394,0.00001641636,0.00004853545,0.0001564882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8418056,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05272961438826038,"score_gpt":0.3262777169803858,"score_spread":0.2735481025921254,"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."}}