{"id":"W2930700235","doi":"10.1016/j.carj.2019.03.002","title":"Recommendations for the Management of the Incidental Renal Mass in Adults: Endorsement and Adaptation of the 2017 ACR Incidental Findings Committee White Paper by the Canadian Association of Radiologists Incidental Findings Working Group","year":2019,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; University of Toronto; Western University; University of Manitoba","funders":"Siemens Healthineers","keywords":"Medicine; Association (psychology); White (mutation); Adaptation (eye); Renal mass; White paper; Family medicine; Internal medicine; Kidney; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003284,0.0002325182,0.0004848621,0.0002571944,0.0004937231,0.00004819623,0.0005442949,0.0002458401,0.00006144058],"category_scores_gemma":[0.0004844663,0.0001394786,0.0002942218,0.0004040632,0.0001909297,0.0001679855,0.0000759277,0.0005551145,0.000001142951],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00806789,"about_ca_system_score_gemma":0.0005610997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1088879,"about_ca_topic_score_gemma":0.6520498,"domain_scores_codex":[0.9969916,0.0004895569,0.001090706,0.0002440021,0.0006991843,0.0004849857],"domain_scores_gemma":[0.9966603,0.0006412006,0.001904172,0.0003454678,0.0002765861,0.0001722529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001119707,0.00003982869,0.9844502,0.00005565811,0.0005530393,0.000004652995,0.002454396,0.0001790782,0.0008243126,0.0002353963,0.009708434,0.001382991],"study_design_scores_gemma":[0.003184767,0.0002275385,0.9870077,0.0005496236,0.0003076401,0.00007684682,0.005442608,0.0004189942,0.0004337884,0.0001218785,0.002098181,0.0001304289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862329,0.0004968051,0.00003242445,0.01005122,0.0006363784,0.001733374,0.0003393548,0.000003627565,0.0004738953],"genre_scores_gemma":[0.998044,0.0003820932,0.0003284403,0.0003817981,0.00006794692,0.00005357496,0.0001114187,0.00001952777,0.0006111766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5431619,"threshold_uncertainty_score":0.9957399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972127441420527,"score_gpt":0.2421164635521629,"score_spread":0.2223951891379576,"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."}}