{"id":"W4385837070","doi":"10.1158/1538-7445.kidney23-pr005","title":"Abstract PR005: An atlas of cellular heterogeneity in primary and metastatic renal cell carcinomas","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Renal cell carcinoma; Clear cell renal cell carcinoma; Genetic heterogeneity; Transcriptome; Metastasis; Tumour heterogeneity; Cancer research; Primary tumor; Biology; Clear cell; Cancer; Tumor heterogeneity; Cell; Tumor progression; Gene; Pathology; Gene expression; Medicine; Phenotype; Genetics","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":[0.000244062,0.0003275862,0.0003069815,0.0013516,0.0001522412,0.0005458057,0.0003386687,0.0002913006,0.00198799],"category_scores_gemma":[0.0004289471,0.0001749447,0.0005204706,0.001545475,0.0001795398,0.0002126001,0.0004926395,0.0002624755,0.0005761071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004331378,"about_ca_system_score_gemma":0.000364551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003066734,"about_ca_topic_score_gemma":0.002551348,"domain_scores_codex":[0.9997923,0.0000255269,0.000009472862,0.00008280603,0.00005737152,0.00003270799],"domain_scores_gemma":[0.9998636,0.0000410106,0.00002387692,0.00002589942,0.00003037957,0.00001526419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001318532,0.0001554911,0.1059592,0.0009349734,0.0005144978,0.001132123,0.0003294432,0.2872759,0.4201523,0.006345295,0.01696266,0.1589195],"study_design_scores_gemma":[0.00006193118,0.0002703224,0.3171183,0.00003503115,0.0001766139,0.001553466,0.0002940797,0.559059,0.08926447,0.006597075,0.02549466,0.00007509992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.766073,0.0009686566,0.1739994,0.0001975244,0.00003967411,0.0001229472,0.04615393,0.006745113,0.005699848],"genre_scores_gemma":[0.9044649,0.0004179726,0.0632284,0.00004604867,0.00001941538,0.0001234402,0.02965407,0.0003496254,0.001696167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003066734,"threshold_uncertainty_score":0.006650507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05902412158541098,"score_gpt":0.3565753057993225,"score_spread":0.2975511842139115,"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."}}