{"id":"W3112393379","doi":"10.1016/j.urolonc.2020.08.028","title":"Creation of a primary tumor tissue expression biomarker-augmented prognostic model for patients with metastatic renal cell carcinoma","year":2020,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Calgary","funders":"","keywords":"Medicine; Hazard ratio; Renal cell carcinoma; Biomarker; Clear cell renal cell carcinoma; Oncology; Nephrectomy; Survivin; Internal medicine; Proportional hazards model; Immunohistochemistry; Cancer; Cohort; Confidence interval; Pathology; Kidney","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":[0.001079857,0.0007773904,0.0007096816,0.0006314053,0.0002918964,0.001098633,0.0007539109,0.0005035249,0.001040997],"category_scores_gemma":[0.001685995,0.0002820717,0.001103735,0.0004418931,0.0002052173,0.0004185169,0.0006212496,0.0008869049,0.0003457918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005116713,"about_ca_system_score_gemma":0.00139729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009095642,"about_ca_topic_score_gemma":0.007083609,"domain_scores_codex":[0.9997731,0.00005649509,0.00001148205,0.00008627174,0.00002955875,0.00004312524],"domain_scores_gemma":[0.9995529,0.0002174747,0.00005806169,0.00004007042,0.00008079415,0.00005069309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001455268,0.0006257588,0.2163618,0.0001324689,0.001015329,0.0007517633,0.0001273494,0.6709538,0.006179321,0.002186497,0.004867258,0.09534346],"study_design_scores_gemma":[0.00002635496,0.0001541571,0.009486364,0.000008267184,0.0001805293,0.000138817,0.00001918332,0.9870253,0.0007245778,0.001408109,0.0008130294,0.0000152307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7749778,0.0008891863,0.2137021,0.001571119,0.0001780334,0.0001781705,0.005825176,0.0009435319,0.001734813],"genre_scores_gemma":[0.981952,0.0002196392,0.01370111,0.0000991106,0.00005290069,0.00008440891,0.002854664,0.00002893363,0.001007233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009095642,"threshold_uncertainty_score":0.01808542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04092772972940268,"score_gpt":0.2840105831095033,"score_spread":0.2430828533801007,"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."}}