{"id":"W2740892462","doi":"10.1158/1538-7445.am2017-5447","title":"Abstract 5447: A microRNA signature for the classification of renal cell carcinoma subtypes","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto; University Health Network; Western University; St. Michael's Hospital; London Health Sciences Centre","funders":"","keywords":"Chromophobe cell; Oncocytoma; Renal oncocytoma; Clear cell; Renal cell carcinoma; Pathology; Papillary renal cell carcinomas; Clear cell renal cell carcinoma; Medicine; Kidney cancer; Biology","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":[0.0008176589,0.0002820467,0.0005141091,0.0009176146,0.0002124945,0.0006322351,0.0002071911,0.000363741,0.001222881],"category_scores_gemma":[0.001745539,0.0001566452,0.0003669873,0.000568739,0.0001546234,0.0002206066,0.0002393468,0.0002517322,0.0007607301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174266,"about_ca_system_score_gemma":0.0002909575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003474458,"about_ca_topic_score_gemma":0.0004369127,"domain_scores_codex":[0.9995735,0.00007093824,0.00006629826,0.0001126432,0.000137886,0.00003879614],"domain_scores_gemma":[0.999267,0.0002820811,0.0001647242,0.00004736029,0.00017938,0.00005934711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001890682,0.0001803808,0.5028052,0.0002682557,0.0002592034,0.0002894785,0.000134504,0.001399025,0.4217422,0.0001624076,0.001312232,0.06955639],"study_design_scores_gemma":[0.00007900074,0.001073895,0.7848022,0.00005946921,0.0004762842,0.002916465,0.0001670413,0.02578142,0.179973,0.0003929999,0.004230021,0.00004813567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889986,0.001069132,0.007130615,0.00006697504,0.0000286229,0.00007045025,0.001448857,0.0001244797,0.001062281],"genre_scores_gemma":[0.9827529,0.0002618965,0.01414882,0.0000562792,0.00002432224,0.0001138335,0.002041797,0.00002902259,0.0005710809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001222881,"threshold_uncertainty_score":0.004324257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489919598155708,"score_gpt":0.4105002076269631,"score_spread":0.2615082478113923,"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."}}