{"id":"W3207058551","doi":"10.52733/kcj19n3-a1","title":"Tissue based biomarkers in non-clear cell RCC: Correlative analysis from the ASPEN clinical trial","year":2021,"lang":"en","type":"article","venue":"Kidney Cancer Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Duke Clinical Research Institute; National Cancer Institute; Cancer Research UK; National Institutes of Health; Pfizer","keywords":"Chromophobe cell; Sunitinib; Everolimus; Medicine; Renal cell carcinoma; Clinical endpoint; Biomarker; Clear cell; Oncology; Internal medicine; Clear cell renal cell carcinoma; Response Evaluation Criteria in Solid Tumors; Clinical trial; Pathology; Phases of clinical research; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008853953,0.0002240011,0.0007368075,0.0001687696,0.000128129,0.00008336254,0.0001903415,0.0001643664,0.007081175],"category_scores_gemma":[0.0005593568,0.0001467649,0.0006099048,0.0009799105,0.0001054683,0.00007547472,0.00005329629,0.0009010342,0.0001025615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365858,"about_ca_system_score_gemma":0.002319776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273932,"about_ca_topic_score_gemma":0.0004025562,"domain_scores_codex":[0.9971932,0.0006401519,0.0008508922,0.000415538,0.00056737,0.0003328954],"domain_scores_gemma":[0.9976671,0.0006341778,0.0003620135,0.0004589037,0.0002033949,0.0006744446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04266882,0.001246786,0.8317033,0.00002111097,0.007585759,0.005174818,0.0008920879,0.0005231234,0.002686438,0.000001600326,0.09727032,0.01022584],"study_design_scores_gemma":[0.1440696,0.00179302,0.7976833,0.0003973027,0.009537241,0.00006871475,0.0007909429,0.004219961,0.01491405,0.00006518159,0.02604055,0.000420095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766778,0.002383407,0.0006950863,0.0120041,0.001741779,0.0005920776,0.000108476,0.00001328455,0.005783964],"genre_scores_gemma":[0.9917734,0.0004761865,0.001256415,0.003630602,0.00136079,0.00001873295,0.0001107174,0.00003157589,0.001341577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014008,"threshold_uncertainty_score":0.9938265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05026666963239548,"score_gpt":0.3653578955261513,"score_spread":0.3150912258937558,"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."}}