{"id":"W1855839624","doi":"10.5858/2003-127-0593-iaivut","title":"Interobserver and Intraobserver Variability Using the Fuhrman Grading System for Renal Cell Carcinoma","year":2003,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Grading (engineering); Renal cell carcinoma; Carcinoma; Nuclear medicine; Tumor grade; Radiology; Predictive value; Pathology; Internal medicine; Immunohistochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04185454,0.0005421855,0.000605055,0.002649721,0.0006292,0.0009307572,0.0008787053,0.0006091261,0.0006388086],"category_scores_gemma":[0.07748998,0.0002425065,0.0006679931,0.001230181,0.001039295,0.0009621498,0.001298507,0.0005508922,0.0003006327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008958503,"about_ca_system_score_gemma":0.0006040584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863152,"about_ca_topic_score_gemma":0.003438336,"domain_scores_codex":[0.951035,0.02906872,0.005589416,0.003473215,0.01012195,0.0007117249],"domain_scores_gemma":[0.9250205,0.04394458,0.01067952,0.006552318,0.01321224,0.0005907747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008089874,0.00005767378,0.921071,0.0002336519,0.0007392406,0.000189109,0.001433326,0.001403143,0.004485657,0.0002877928,0.000872529,0.06841785],"study_design_scores_gemma":[0.00003781625,0.0004487775,0.9779705,0.0001213877,0.0003558155,0.001720782,0.0006818292,0.009891398,0.005037111,0.001291133,0.002352633,0.00009070782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267673,0.005085704,0.06139921,0.0002411214,0.0002397399,0.0004563387,0.0003675302,0.000286017,0.005157036],"genre_scores_gemma":[0.9883869,0.0002238759,0.01067313,0.00004154267,0.00006180914,0.0001197466,0.0002015888,0.00003795048,0.0002533201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04185454,"threshold_uncertainty_score":0.2213506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034468517130202,"score_gpt":0.2655203252785446,"score_spread":0.2351756401072426,"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."}}