{"id":"W1992197403","doi":"10.1007/s00345-012-0939-5","title":"Disease-free survival as a surrogate for overall survival in upper tract urothelial carcinoma","year":2012,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Medicine; Internal medicine; Distributed File System; Clinical endpoint; Hazard ratio; Oncology; Surrogate endpoint; Lymph node; Perioperative; Urothelial carcinoma; Stage (stratigraphy); Urology; Clinical trial; Bladder cancer; Surgery; Cancer; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0006561218,0.0002263715,0.0006311631,0.0003641899,0.00004760674,0.00001169506,0.000203796,0.00008512146,0.0004333007],"category_scores_gemma":[0.0002560303,0.00018098,0.0003418237,0.000150402,0.00007847008,0.0001838524,0.00004062298,0.0003712966,0.00002186415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284727,"about_ca_system_score_gemma":0.0003825776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001158145,"about_ca_topic_score_gemma":0.00014752,"domain_scores_codex":[0.9981415,0.0001840343,0.0005497437,0.0001800139,0.0003465608,0.000598163],"domain_scores_gemma":[0.9985564,0.000307558,0.0002265337,0.0002861806,0.0001339742,0.0004893808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01105864,0.001132699,0.9808753,0.00004544196,0.0001915936,0.0004161901,0.0003345202,0.00001300593,0.0004444354,0.00158567,0.001290595,0.002611952],"study_design_scores_gemma":[0.01581895,0.0014825,0.9115901,0.00003245595,0.0004847895,0.0004074715,0.0000367437,0.00001849465,0.0001101441,0.002087765,0.06775558,0.0001749923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781922,0.005820515,0.00009513937,0.008232899,0.002749567,0.0005105057,0.00007065232,0.00001545509,0.004313036],"genre_scores_gemma":[0.9949859,0.0001531252,0.0002079548,0.001378457,0.001789266,0.00001920729,0.00000861734,0.00004659766,0.001410862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06928515,"threshold_uncertainty_score":0.7380148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691873788429149,"score_gpt":0.2999329716248077,"score_spread":0.2730142337405162,"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."}}