{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004701418,0.0001568812,0.0001738184,0.0005276187,0.0002611604,0.0003221477,0.0002283557,0.0002209219,0.0008370768],"category_scores_gemma":[0.001977304,0.00009488766,0.00020692,0.0004384935,0.0002101943,0.0002525893,0.0002899327,0.0002218346,0.0001080553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193454,"about_ca_system_score_gemma":0.0002694149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003215215,"about_ca_topic_score_gemma":0.005228055,"domain_scores_codex":[0.999818,0.00003825691,0.00001709091,0.00004328231,0.00004716135,0.00003616234],"domain_scores_gemma":[0.9985356,0.0003166712,0.0006782695,0.00007764796,0.000186007,0.0002057328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001381015,0.000007440611,0.997611,0.000003987149,0.00002699172,0.000104416,0.00001656089,0.00009402679,0.0003943656,0.000006061856,0.00003582477,0.001561243],"study_design_scores_gemma":[0.000003291779,0.00007095039,0.9991204,0.000002177433,0.00002154603,0.0004061693,0.00002541138,0.0001374743,0.0001197285,0.000008529168,0.00008230021,0.000002028074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993953,0.0003483504,0.00004564903,0.0000149998,0.000001669554,0.000001291611,0.0001199179,0.000001559757,0.00007123837],"genre_scores_gemma":[0.9996505,0.00006758852,0.00003094127,0.000003426244,0.000003807959,0.000001085463,0.0002125933,6.711264e-7,0.00002934561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003215215,"threshold_uncertainty_score":0.006393015,"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."}}