{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004309141,0.000213152,0.0003354063,0.0009166975,0.0004215319,0.0003514101,0.0001875762,0.0003886212,0.002120044],"category_scores_gemma":[0.00288689,0.0002158391,0.0001370399,0.0006704166,0.0004351207,0.0005020045,0.000259428,0.0002696241,0.0004400121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867518,"about_ca_system_score_gemma":0.0004368613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002588541,"about_ca_topic_score_gemma":0.004097099,"domain_scores_codex":[0.9996214,0.00006434429,0.00004232589,0.00008355414,0.0001034102,0.00008490514],"domain_scores_gemma":[0.9988637,0.0002577601,0.0003954339,0.00007058336,0.000147105,0.0002654603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008671835,0.000030385,0.9894382,0.00002049144,0.000007401179,0.005742972,0.0001268265,0.00002108235,0.0008853382,0.00002584399,0.0001409828,0.003473907],"study_design_scores_gemma":[0.000009674462,0.00030594,0.9392676,0.00002397363,0.00001586208,0.0581838,0.0004529074,0.0001710165,0.0007457943,0.00006507592,0.0007517755,0.000006613246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965087,0.001123087,0.0003875219,0.00006596262,0.000008803112,0.00002896997,0.00009711923,0.000009542729,0.001770308],"genre_scores_gemma":[0.9992458,0.0003469259,0.0001440528,0.00004465852,0.00001368865,0.000004991993,0.00006107589,0.000001595997,0.0001372762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002588541,"threshold_uncertainty_score":0.007092237,"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."}}