{"id":"W2948757664","doi":"10.21873/anticanres.13402","title":"Long-term Prognostic Impact of Chromosome Abnormalities in Clear Cell Renal Cell Carcinoma","year":2019,"lang":"en","type":"article","venue":"Anticancer Research","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Clear cell renal cell carcinoma; Renal cell carcinoma; Proportional hazards model; Chromosome abnormality; Oncology; Clear cell; Internal medicine; Chromosome; Cytogenetics; Kidney cancer; Pathology; Biology; Medicine; Chromosome 7 (human); Cancer; Karyotype; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007122651,0.0002309217,0.0005571191,0.0005369743,0.00004574305,0.00003113595,0.0002505058,0.000121268,0.001544796],"category_scores_gemma":[0.00005010201,0.0001781135,0.0002265556,0.0006913089,0.000282989,0.0001344299,0.0001694283,0.0006191103,0.0004646728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006944066,"about_ca_system_score_gemma":0.0009704748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002769039,"about_ca_topic_score_gemma":0.00005974471,"domain_scores_codex":[0.9968025,0.0002338742,0.0004397411,0.0004823065,0.001118155,0.0009233917],"domain_scores_gemma":[0.9982823,0.0003277775,0.00008243162,0.0007211348,0.0003274869,0.0002589365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009841985,0.0005657688,0.9056992,0.001043404,0.00003761918,0.0005973688,0.0005396438,0.00001630817,0.09000225,0.00001764348,0.0001727152,0.0003238968],"study_design_scores_gemma":[0.002399459,0.004287221,0.8398345,0.0002516723,0.00003283026,0.0000442892,0.0001257979,0.0001021467,0.1527587,0.00001639642,0.0000133224,0.0001336397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794087,0.001616647,0.000001059538,0.00009184537,0.00004903438,0.00141491,0.00001833388,0.00001758303,0.0173819],"genre_scores_gemma":[0.9961435,0.000202806,0.00004941208,0.00001446616,0.0001049433,0.0000588743,0.0000324196,0.00005186599,0.003341728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06586464,"threshold_uncertainty_score":0.999368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05444008591852342,"score_gpt":0.3705143278082583,"score_spread":0.3160742418897349,"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."}}