{"id":"W4385837020","doi":"10.1158/1538-7445.kidney23-b019","title":"Abstract B019: Clinical and molecular characterization of chromophobe renal cell carcinoma: A focus on immunotherapy based regimens and the tumor immune microenvironment","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; BC Cancer Agency","funders":"","keywords":"Clear cell renal cell carcinoma; Renal cell carcinoma; Medicine; Clear cell; Chromophobe cell; Immunotherapy; Oncocytoma; Kidney cancer; Internal medicine; Pathology; Oncology; Cancer","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":[0.0004681036,0.0001181024,0.0002953308,0.0006092951,0.0002788122,0.0007149946,0.0002301674,0.0002212376,0.002058412],"category_scores_gemma":[0.0006296746,0.0000648335,0.0002108981,0.0008053969,0.0002372737,0.0002125764,0.0002294584,0.0003258161,0.000371057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000611102,"about_ca_system_score_gemma":0.0004752342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003088021,"about_ca_topic_score_gemma":0.003467189,"domain_scores_codex":[0.999741,0.00004005942,0.0000194644,0.0000737091,0.00008906289,0.00003680785],"domain_scores_gemma":[0.9995759,0.00007001401,0.0001511906,0.00002343807,0.0001096574,0.00006985088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001657129,0.0001321348,0.8583299,0.0004852656,0.0001530832,0.0004237097,0.0001325174,0.000618831,0.07357069,0.0002922646,0.003213731,0.06099078],"study_design_scores_gemma":[0.00003522172,0.0003385272,0.9732511,0.00004835922,0.0001018961,0.001672748,0.0002220416,0.001226482,0.01491742,0.0001730952,0.008002855,0.00001011175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986672,0.00586921,0.0011029,0.0004477269,0.00003182928,0.00004716074,0.002848254,0.00005236547,0.00292852],"genre_scores_gemma":[0.9951838,0.0008625505,0.0008259411,0.0001610697,0.00003280722,0.00003039855,0.002295029,0.00001248723,0.0005958993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003088021,"threshold_uncertainty_score":0.006886065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245951893934092,"score_gpt":0.3176976655483354,"score_spread":0.2952381466089945,"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."}}