{"id":"W2561330387","doi":"10.4103/2156-7514.197026","title":"Multimodality Imaging Characteristics of the Common Renal Cell Carcinoma Subtypes: An Analysis of 544 Pathologically Proven Tumors","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Imaging Science","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Multimodality; Renal cell carcinoma; Pathology; Oncology; Linguistics","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":[0.0005486879,0.0002558078,0.0004336205,0.001257909,0.0002492335,0.0003232759,0.0002927506,0.0002736243,0.0009739287],"category_scores_gemma":[0.001740323,0.0002175212,0.0003114259,0.0007867943,0.0002461127,0.0003780911,0.0003833771,0.0001798244,0.0002862143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994136,"about_ca_system_score_gemma":0.0002249867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805549,"about_ca_topic_score_gemma":0.002276089,"domain_scores_codex":[0.9996419,0.00006230745,0.00006181633,0.00008686777,0.00009043489,0.0000565817],"domain_scores_gemma":[0.9991547,0.0001846088,0.0003933572,0.00008655377,0.00009654077,0.00008418379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001051097,0.00001327333,0.9954783,0.000009600084,0.0000327653,0.0001718286,0.00004215883,0.00005219911,0.001337088,0.000006214681,0.00003883328,0.002712704],"study_design_scores_gemma":[0.000008184478,0.00008253568,0.9963096,0.000006728453,0.00004510389,0.002384236,0.0001665589,0.0002356705,0.0004903779,0.0000180229,0.0002490304,0.000004073462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994349,0.0002171099,0.0001053825,0.00000663814,0.0000011131,0.000004799753,0.0001258051,0.000002229144,0.0001021124],"genre_scores_gemma":[0.9994841,0.00006369206,0.0001382653,0.000005131644,0.000003576542,0.000005427602,0.0002455743,0.000001679207,0.00005257746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001805549,"threshold_uncertainty_score":0.003590047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04532754568320645,"score_gpt":0.3671275498359055,"score_spread":0.321800004152699,"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."}}