{"id":"W4387322507","doi":"10.48083/blpv3411","title":"Genetics and Tumor Microenvironment of Renal Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Renal cell carcinoma; Clear cell renal cell carcinoma; Biology; Disease; Tumor microenvironment; Kidney cancer; Cancer; Cell; Cancer research; Pathology; Medicine; Genetics","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":[0.0002166161,0.0001559043,0.0003473435,0.0005625847,0.0001766419,0.0006394135,0.0001737041,0.0003080598,0.0005897448],"category_scores_gemma":[0.0003244869,0.00008767137,0.0002070185,0.00050444,0.0002586024,0.0002954232,0.0002661971,0.000400851,0.0002373079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489192,"about_ca_system_score_gemma":0.0004770297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354906,"about_ca_topic_score_gemma":0.001389338,"domain_scores_codex":[0.9998368,0.00003696141,0.00001932318,0.000033315,0.00005439077,0.00001920655],"domain_scores_gemma":[0.9999015,0.00002818128,0.00003321285,0.000004128798,0.00001928142,0.00001356519],"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":[0.0004410099,0.00009887319,0.0879292,0.005089303,0.0004243588,0.01057571,0.001076305,0.002992164,0.2098286,0.03378395,0.02517991,0.6225807],"study_design_scores_gemma":[0.00003332466,0.0002770658,0.2000902,0.001260717,0.0004381232,0.05310384,0.0008596617,0.001590675,0.02917294,0.0136426,0.6994266,0.0001042701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1173775,0.8568977,0.006387778,0.004352147,0.0004721462,0.00003666368,0.0007770438,0.0001483813,0.01355064],"genre_scores_gemma":[0.3747476,0.6150048,0.003790687,0.0009613229,0.0007607316,0.00005152772,0.0008107381,0.00004027318,0.00383229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001354906,"threshold_uncertainty_score":0.003257096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733671963473575,"score_gpt":0.2635427494614896,"score_spread":0.2362060298267538,"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."}}