{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01126593,0.0006594437,0.001946614,0.0003918075,0.000417393,0.00156909,0.0006104192,0.0009949034,0.001886561],"category_scores_gemma":[0.01020949,0.0002720062,0.00122878,0.0009912467,0.0006448522,0.001335602,0.0007940877,0.001179811,0.0003396238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005839126,"about_ca_system_score_gemma":0.001309312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003797651,"about_ca_topic_score_gemma":0.001116316,"domain_scores_codex":[0.9943517,0.003702328,0.0005083053,0.0005192163,0.0006665909,0.000251758],"domain_scores_gemma":[0.9909049,0.003424042,0.003149871,0.001012381,0.0008290617,0.0006796648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6216269,0.006553923,0.2617629,0.002757191,0.008546256,0.0005119391,0.000359576,0.003895751,0.005348016,0.0008938352,0.005795232,0.08194865],"study_design_scores_gemma":[0.1403614,0.1516081,0.6489829,0.0005693621,0.01045936,0.001525006,0.0004163124,0.006597163,0.005565972,0.002974327,0.0307717,0.0001684351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838373,0.007040463,0.000781811,0.000479118,0.0001026683,0.001289723,0.004145856,0.00002454768,0.002298571],"genre_scores_gemma":[0.9844795,0.001655318,0.001486665,0.0006786594,0.000167055,0.001531853,0.009352981,0.00001273255,0.0006352279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126593,"threshold_uncertainty_score":0.05958068,"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."}}