{"id":"W4399369708","doi":"10.6004/jnccn.2024.7011","title":"Improved Survival in Contemporary Community-Based Patients With Metastatic Clear-Cell Renal Cell Carcinoma Undergoing Active Treatment","year":2024,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Hazard ratio; Renal cell carcinoma; Proportional hazards model; Internal medicine; Nephrectomy; Clear cell renal cell carcinoma; Surgery; Oncology; Kidney; 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":[0.0002320833,0.0003067645,0.0005642532,0.0002115651,0.0001780063,0.00004809272,0.0001921309,0.00005937062,0.00002878516],"category_scores_gemma":[0.00002392371,0.0001803002,0.0003108209,0.0005252755,0.0001019702,0.0001473946,0.00005191354,0.0007867619,0.000002734026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278559,"about_ca_system_score_gemma":0.002244981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002038937,"about_ca_topic_score_gemma":0.0001235613,"domain_scores_codex":[0.9974774,0.0006407643,0.000565852,0.0002013849,0.0008429675,0.0002715972],"domain_scores_gemma":[0.9967977,0.001351149,0.0004527187,0.0001916975,0.001063854,0.0001428968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06303412,0.009838995,0.4629137,0.003290384,0.006513862,0.001602393,0.005641181,0.4020398,0.01579192,0.0002017608,0.02474036,0.004391499],"study_design_scores_gemma":[0.0463741,0.01549505,0.8879296,0.003772174,0.00190254,0.0001255541,0.00129844,0.01108479,0.02006456,0.0006674458,0.01045075,0.000834999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912546,0.004987465,0.00007934906,0.0008738046,0.0006380731,0.0007427889,0.0000637285,0.0000132433,0.001346946],"genre_scores_gemma":[0.9979132,0.00004523293,0.0005902878,0.0007648563,0.0003589414,0.00002875685,0.00004257619,0.00004715076,0.0002090337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4250159,"threshold_uncertainty_score":0.7352428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07271995487144732,"score_gpt":0.3050129900264535,"score_spread":0.2322930351550062,"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."}}