{"id":"W3165091003","doi":"10.1186/s43055-020-00391-z","title":"Multimodality imaging review of focal renal lesions","year":2021,"lang":"en","type":"article","venue":"The Egyptian Journal of Radiology and Nuclear Medicine","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Renal cell carcinoma; Oncocytoma; Radiology; Magnetic resonance imaging; Positron emission tomography; Angiomyolipoma; Ultrasound; Kidney; Pathology; Internal medicine","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":[0.0003640765,0.0006771926,0.0006488802,0.004606296,0.0003956395,0.0006116233,0.0007633658,0.0007312361,0.004370547],"category_scores_gemma":[0.001160203,0.0002305997,0.0005175632,0.002489244,0.0004513249,0.001283569,0.0004870804,0.0009538266,0.001235023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006485695,"about_ca_system_score_gemma":0.0008682999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0018171,"about_ca_topic_score_gemma":0.001930574,"domain_scores_codex":[0.9997545,0.00005686766,0.00005738861,0.00003776531,0.00005293536,0.00004047652],"domain_scores_gemma":[0.999554,0.0001295331,0.00008687795,0.00002786646,0.0001477934,0.00005395573],"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":[0.0002042088,0.00008745081,0.01307712,0.007807433,0.0003319035,0.1298137,0.0003499387,0.001478608,0.008306721,0.004186183,0.1046025,0.7297542],"study_design_scores_gemma":[0.00002191904,0.0001210618,0.01777793,0.004180532,0.0003508204,0.6238607,0.0003165049,0.0009865022,0.003032583,0.002438185,0.3468418,0.00007156404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01849155,0.9345858,0.008374336,0.00708399,0.001743556,0.0001204032,0.0005510651,0.0002402503,0.02880899],"genre_scores_gemma":[0.205019,0.7646497,0.009011286,0.004887826,0.006606701,0.0001294412,0.001537028,0.00007758367,0.008081459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004606296,"threshold_uncertainty_score":0.0146209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496742978712486,"score_gpt":0.2918665653583865,"score_spread":0.2668991355712617,"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."}}