{"id":"W2004674373","doi":"10.1002/dc.21274","title":"Fine needle aspiration of renal cortical lesions in adults","year":2009,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital","funders":"","keywords":"Medicine; Chromophobe cell; Fine-needle aspiration; Renal cell carcinoma; Cytology; Papillary renal cell carcinomas; Biopsy; Papanicolaou stain; Radiology; Pathology; Clear cell; Internal medicine; Cancer","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":[0.0001419949,0.0001223502,0.000355284,0.0001698268,0.00002131157,0.000002277659,0.00005059576,0.0001140853,0.0001155651],"category_scores_gemma":[0.001868,0.0001042919,0.00007019898,0.0001975139,0.00007835295,0.00002875813,0.00001877072,0.0001827311,0.00004631414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006647541,"about_ca_system_score_gemma":0.00006992891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003195827,"about_ca_topic_score_gemma":0.00007226873,"domain_scores_codex":[0.9989213,0.0000827773,0.0003885711,0.0002351586,0.0001477693,0.0002244146],"domain_scores_gemma":[0.9989164,0.0005894577,0.00007249035,0.0002556697,0.00006973864,0.00009617821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001655751,0.005060677,0.7578985,0.0001519087,0.00002650672,0.0119972,0.001620601,0.0002542319,0.1022236,0.005890407,0.000842416,0.1123782],"study_design_scores_gemma":[0.002185232,0.003424382,0.9797451,0.0002255919,0.00006365411,0.000410661,0.00003503264,0.0001340613,0.01332921,0.0003247305,0.00004445004,0.00007788302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956565,0.0004559979,0.0002483962,0.001105815,0.00006698502,0.0003714007,0.000007122861,0.00002388119,0.002063851],"genre_scores_gemma":[0.9988985,0.00003864164,0.0005431522,0.000289174,0.00007139346,0.00002577194,0.00007009783,0.00000833148,0.0000549587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2218466,"threshold_uncertainty_score":0.42529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935058367317224,"score_gpt":0.2739547382691165,"score_spread":0.2546041545959443,"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."}}