{"id":"W1992164131","doi":"10.1007/s00261-009-9546-3","title":"Small (≤4 cm) cortical renal tumors: characterization with multidetector CT","year":2009,"lang":"en","type":"article","venue":"Abdominal Imaging","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Chromophobe cell; Medicine; Clear cell; Papillary renal cell carcinomas; Renal cell carcinoma; Pathology; Oncocytoma; Clear cell renal cell carcinoma; Nephrology; Kidney; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001168003,0.0002222562,0.0003088505,0.0001121852,0.00008760694,0.0000454636,0.00006542859,0.00001675952,0.0000889459],"category_scores_gemma":[0.00005053951,0.0001646845,0.00008321997,0.0001573232,0.00007084808,0.0001222453,0.00001632494,0.0002217482,0.0000877955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439167,"about_ca_system_score_gemma":0.0000774701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003239014,"about_ca_topic_score_gemma":0.000002943106,"domain_scores_codex":[0.9987227,0.00004317254,0.0002724852,0.0003488139,0.0002631956,0.0003496414],"domain_scores_gemma":[0.9992621,0.00004471595,0.00009723388,0.0002810903,0.00009964299,0.0002152044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001214818,0.0002325073,0.03947435,0.00003043108,0.00004038899,0.004149536,0.0001436903,0.000002935084,0.876054,0.00003098307,0.00003059805,0.07859568],"study_design_scores_gemma":[0.002957801,0.0008510964,0.7381815,0.0003746674,0.0002697483,0.003768814,0.00007064734,0.003741646,0.2491498,0.00001640342,0.0003596185,0.0002582218],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931256,0.00007545715,0.003744827,0.001313911,0.00003470152,0.0003804831,0.000003122818,0.0001013505,0.001220577],"genre_scores_gemma":[0.9924529,0.00000521911,0.006068337,0.0007942053,0.0002115417,0.00001566,0.00006791181,0.000027741,0.0003564625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6987072,"threshold_uncertainty_score":0.6715638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819062062796041,"score_gpt":0.2435861028461287,"score_spread":0.2253954822181683,"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."}}