{"id":"W2075623047","doi":"10.1586/era.11.122","title":"The expanding role of imaging in the management of renal cell carcinoma","year":2011,"lang":"en","type":"review","venue":"Expert Review of Anticancer Therapy","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Women's College Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Renal cell carcinoma; Radiology; Biomarker; Medical imaging; Biopsy; Magnetic resonance imaging; Pathology","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":[0.0008797239,0.0007686701,0.001674268,0.002730682,0.0003038038,0.0009756121,0.0009611066,0.001303849,0.002381062],"category_scores_gemma":[0.001030438,0.000239733,0.0005612125,0.002899045,0.0005910585,0.001546455,0.000655057,0.002021411,0.002026612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000784574,"about_ca_system_score_gemma":0.001054176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001692423,"about_ca_topic_score_gemma":0.002636072,"domain_scores_codex":[0.9996313,0.00009397975,0.0000568587,0.00005090481,0.0001455972,0.00002138257],"domain_scores_gemma":[0.9994084,0.0003011583,0.0000865632,0.00001362358,0.0001551674,0.00003507537],"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":[0.00003865636,0.00004854034,0.0001973475,0.009559652,0.00006986524,0.0003504553,0.00005093237,0.0002594212,0.001081968,0.001337774,0.01641267,0.9705927],"study_design_scores_gemma":[0.00002249829,0.0001335739,0.001617761,0.006616134,0.0001624068,0.006181335,0.0001306307,0.0001948663,0.0005842887,0.001749503,0.9825706,0.00003646765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008707707,0.9985418,0.0001557831,0.0002926383,0.000137067,0.000002931461,0.000006533758,0.000005436072,0.0007706733],"genre_scores_gemma":[0.0004628555,0.9986118,0.0002850755,0.0001663224,0.0002200757,0.000003004414,0.00001187691,0.000001213607,0.0002378748],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002730682,"threshold_uncertainty_score":0.007965446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04571901235198827,"score_gpt":0.3622751798974922,"score_spread":0.3165561675455039,"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."}}