{"id":"W2020269123","doi":"10.1002/dc.10242","title":"Distribution of subtypes of metastatic renal‐cell carcinoma: Correlating findings of fine‐needle aspiration biopsy and surgical pathology","year":2003,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Pathology; Medicine; Cytopathology; Fine-needle aspiration; Chromophobe cell; Clear cell; Surgical pathology; Cytokeratin; Biopsy; Vimentin; Papillary renal cell carcinomas; Renal cell carcinoma; Metastasis; Immunohistochemistry; Cancer; Cytology; Internal medicine","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":[0.0004634411,0.0001864667,0.0007312699,0.0001501797,0.0000297822,0.000002157823,0.00004938189,0.0001369977,0.00006150414],"category_scores_gemma":[0.002028903,0.0001615787,0.0001133021,0.0002442174,0.0003392953,0.00003689696,0.00003732064,0.0001440776,0.000004453764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004406371,"about_ca_system_score_gemma":0.00009474123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004923,"about_ca_topic_score_gemma":0.00000511858,"domain_scores_codex":[0.9983307,0.0002609919,0.0006952623,0.0003019893,0.0001785927,0.0002324434],"domain_scores_gemma":[0.9974598,0.001629564,0.0003628565,0.0002651739,0.000201181,0.00008147991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001774347,0.0005096087,0.9159628,0.0004606172,0.00002538096,0.001516955,0.0004237037,0.00003644512,0.07713844,0.002979832,0.00002500339,0.0007437866],"study_design_scores_gemma":[0.002570855,0.00232969,0.7424746,0.00009513373,0.0004702592,0.002653783,0.0001293958,0.00006034633,0.2488317,0.000243801,0.00002845692,0.0001120165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995461,0.002646386,0.0007130156,0.0000407265,0.00009287222,0.0003783126,0.00008509004,0.000009882809,0.0005726487],"genre_scores_gemma":[0.9982716,0.00006161327,0.001356126,0.000007868975,0.00001375479,0.00001985275,0.0002109383,0.0000156478,0.00004260215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1734882,"threshold_uncertainty_score":0.6588989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757196105997035,"score_gpt":0.2490511599541896,"score_spread":0.2314791988942193,"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."}}