{"id":"W1982498137","doi":"10.1159/000356175","title":"Delay in Nephrectomy and Cancer Control Outcomes in Elderly Patients with Small Renal Masses","year":2014,"lang":"en","type":"article","venue":"Urologia Internationalis","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada); Université de Montréal; McGill University Health Centre","funders":"National Cancer Institute","keywords":"Nephrectomy; Medicine; Renal cell carcinoma; Hazard ratio; Urology; Confidence interval; Internal medicine; Proportional hazards model; Surgery; Kidney","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":[0.0001162874,0.0001388346,0.0002582289,0.0001919718,0.00001171892,0.00001539893,0.00006795827,0.00006037846,0.00008105968],"category_scores_gemma":[0.0001077362,0.00009322126,0.00002947104,0.0000759399,0.0000446214,0.00005504312,0.0000208058,0.0001365034,0.000004759983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001259508,"about_ca_system_score_gemma":0.00003242877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565855,"about_ca_topic_score_gemma":0.003269152,"domain_scores_codex":[0.9991143,0.00005853327,0.0002146502,0.0002403291,0.0002070242,0.0001651047],"domain_scores_gemma":[0.9994695,0.0001954443,0.00007473277,0.0001136144,0.00009071681,0.00005596258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000468076,0.0001659119,0.9951517,0.000008627248,0.00007740963,0.000045107,0.00006496189,0.0001170008,0.00004232776,0.0001648911,0.00003860041,0.003655399],"study_design_scores_gemma":[0.00741346,0.0007818227,0.9883556,0.00003977293,0.00003883551,0.000008242,0.000004797457,0.0004310562,0.0001080153,0.0001050949,0.002623835,0.00008950489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968982,0.0001205873,0.0001914602,0.001507898,0.00005656504,0.0003535891,0.00001807528,0.00001745615,0.000836178],"genre_scores_gemma":[0.9977963,0.00001169452,0.0007184981,0.001113147,0.00002767283,0.0001240175,0.00003540605,0.000012426,0.0001608421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006945384,"threshold_uncertainty_score":0.3801453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341565340115405,"score_gpt":0.2439247696374509,"score_spread":0.2305091162362969,"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."}}