{"id":"W3124911266","doi":"10.48083/xlqz8269","title":"Novel Expanding Renal Cell Carcinoma Biomarkers","year":2021,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renal cell carcinoma; Liquid biopsy; Medicine; Disease; Kidney cancer; Asymptomatic; Cancer; Biomarker; Proteomics; Bioinformatics; Intensive care medicine; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003642952,0.0002517587,0.0003526078,0.0002186697,0.0002034073,0.0001095623,0.0002154234,0.000157199,0.001769074],"category_scores_gemma":[0.000228897,0.0002153806,0.0004804822,0.0001972303,0.00009213379,0.0001667716,0.0001386609,0.0006109559,0.00005664817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006706687,"about_ca_system_score_gemma":0.0005684437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001654648,"about_ca_topic_score_gemma":0.000004398905,"domain_scores_codex":[0.9978695,0.00007137685,0.0005245669,0.0003741084,0.0007406474,0.0004198025],"domain_scores_gemma":[0.9983924,0.0002143541,0.0002817744,0.0002692898,0.0005554342,0.0002867324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009321974,0.001430667,0.2971958,0.00007952316,0.001243905,0.007445169,0.0006664224,0.0001333099,0.6632307,0.0003262757,0.01802655,0.009289516],"study_design_scores_gemma":[0.01247496,0.001140197,0.5513912,0.0001258932,0.0005831813,0.02401332,0.002417951,0.0005450633,0.3871304,0.001025602,0.01857092,0.0005812823],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487504,0.001890437,0.002203066,0.003170319,0.001110806,0.0001463856,0.00001928556,0.000050353,0.04265894],"genre_scores_gemma":[0.9837286,0.0001689919,0.00642707,0.001114039,0.0008368453,0.00001465038,0.00009543256,0.00002914237,0.007585214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2761003,"threshold_uncertainty_score":0.9991434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05798884030559588,"score_gpt":0.3186308865739312,"score_spread":0.2606420462683354,"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."}}