{"id":"W2000274235","doi":"10.1097/mou.0b013e32833c7b19","title":"Factors affecting outcome in renal cell carcinoma","year":2010,"lang":"en","type":"review","venue":"Current Opinion in Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"University of California, Los Angeles","keywords":"Medicine; Renal cell carcinoma; Disease; Pathological; Natural history; Oncology; Predictive value; Prognostic model; Internal medicine; Overall survival; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004373548,0.000787968,0.002886903,0.001206428,0.00003708022,0.00001468379,0.0002884109,0.0009110029,0.0001260069],"category_scores_gemma":[0.0001839472,0.0005871583,0.0006630729,0.0005248018,0.000103398,0.00004408587,0.0001895053,0.002979867,0.0001211023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004970045,"about_ca_system_score_gemma":0.0003920841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000452626,"about_ca_topic_score_gemma":0.00001636461,"domain_scores_codex":[0.996161,0.0004727144,0.001398088,0.0009422827,0.0002868709,0.0007390184],"domain_scores_gemma":[0.9978998,0.0005915909,0.0005243998,0.0007135667,0.00003945512,0.0002312292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000058813,0.0009411509,0.3109113,0.04371265,0.00003904374,0.0001303506,0.0003516419,0.000002530653,0.000004306995,0.00004653508,0.0003642034,0.6434374],"study_design_scores_gemma":[0.001510366,0.000560959,0.04413005,0.002741952,0.0003183316,0.0001435067,0.00001647973,0.000006549441,0.000006740642,0.00001036567,0.9500874,0.0004672529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03218009,0.9569417,0.000005066404,0.00002938738,0.008566642,0.001678685,0.00002314791,0.00004229904,0.0005330296],"genre_scores_gemma":[0.02746165,0.9706197,0.00003263475,0.00001073727,0.0007844361,0.0001763902,0.0007495384,0.0001052893,0.0000595878],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9497232,"threshold_uncertainty_score":0.999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1959776815900373,"score_gpt":0.4106307766573962,"score_spread":0.2146530950673589,"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."}}