{"id":"W2013898299","doi":"10.1007/s00330-014-3147-4","title":"Diagnostic accuracy of segmental enhancement inversion for diagnosis of renal oncocytoma at biphasic contrast enhanced CT: systematic review","year":2014,"lang":"en","type":"review","venue":"European Radiology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"Center for Clinical and Translational Research","keywords":"Medicine; Neuroradiology; Radiology; Diagnostic accuracy; Forest plot; Renal oncocytoma; Clinical Practice; Interventional radiology; Contrast (vision); Oncocytoma; Meta-analysis; Medical physics; Nuclear medicine; Pathology; Neurology; Artificial intelligence; Renal cell carcinoma; Computer science","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":[0.002653718,0.0009687329,0.005526735,0.00432139,0.0003183824,0.001479808,0.001705519,0.001438694,0.002439696],"category_scores_gemma":[0.01653826,0.0007087492,0.005651903,0.003840991,0.0008076456,0.001576916,0.0008981361,0.00079132,0.0002165189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038195,"about_ca_system_score_gemma":0.002617489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005883489,"about_ca_topic_score_gemma":0.01662016,"domain_scores_codex":[0.9982718,0.0003850213,0.0007632573,0.0002488403,0.0002727238,0.00005829167],"domain_scores_gemma":[0.9905248,0.006988356,0.001547172,0.0001190336,0.0007289076,0.00009169019],"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":[0.0009964709,0.00004379513,0.006830345,0.8360654,0.03693778,0.0002402905,0.0001985112,0.0002461423,0.0005584106,0.000180866,0.002963645,0.1147383],"study_design_scores_gemma":[0.001226934,0.0006364065,0.02912715,0.3966217,0.5386682,0.002317874,0.0005398507,0.000380053,0.0007854571,0.0005782127,0.02893088,0.0001872136],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001406936,0.9981445,0.00006280214,0.00006060955,0.0000445607,0.00003585661,0.0001178921,0.000003086254,0.0001238904],"genre_scores_gemma":[0.02710331,0.9716446,0.0004855445,0.0003620428,0.00008083187,0.00004552933,0.0001935843,0.000004399648,0.00008020161],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005883489,"threshold_uncertainty_score":0.01403439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04032908474402259,"score_gpt":0.3195538898834769,"score_spread":0.2792248051394543,"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."}}