{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001377334,0.0007706055,0.001078261,0.001596337,0.000223273,0.001791157,0.0004948383,0.001029628,0.001769059],"category_scores_gemma":[0.001595694,0.0002557649,0.0006265076,0.001062182,0.000408305,0.001532945,0.0008507972,0.001484862,0.0009673896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007007375,"about_ca_system_score_gemma":0.0008347803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004963734,"about_ca_topic_score_gemma":0.0007638558,"domain_scores_codex":[0.9993477,0.000146593,0.00004640586,0.000120378,0.0002699618,0.00006884646],"domain_scores_gemma":[0.9993837,0.0002036003,0.000119189,0.00002392316,0.000211079,0.00005854389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004336729,0.0002048878,0.01549878,0.005497956,0.0003397547,0.001294952,0.000202231,0.001555075,0.07475892,0.01194598,0.03176753,0.8565003],"study_design_scores_gemma":[0.00009769911,0.0009256642,0.02387673,0.002174073,0.0008005534,0.007793094,0.0003077849,0.007850913,0.07330793,0.01746713,0.8652321,0.0001663042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02531062,0.9314736,0.02255478,0.008420917,0.001459205,0.0001115259,0.0009529304,0.0003543128,0.009362185],"genre_scores_gemma":[0.2693796,0.6537341,0.04874609,0.009265604,0.00571515,0.0003408666,0.002889631,0.0001050588,0.009823898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001791157,"threshold_uncertainty_score":0.007284105,"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."}}