{"id":"W2969582517","doi":"10.1016/j.clgc.2019.08.009","title":"Contemporary Assessment of Long-Term Survival Rates in Patients With Stage I Nonseminoma Germ-Cell Tumor of the Testis: Population-Based Comparison Between Surveillance and Active Treatment After Initial Orchiectomy","year":2019,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Orchiectomy; Propensity score matching; Retroperitoneal lymph node dissection; Surveillance, Epidemiology, and End Results; Hazard ratio; Proportional hazards model; Testicular cancer; Population; Stage (stratigraphy); Germ cell tumors; Cumulative incidence; Relative survival; Internal medicine; Epidemiology; Surgery; Gynecology; Oncology; Chemotherapy; Confidence interval; Cancer registry; Cohort","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":[0.0001050037,0.0002202762,0.0007575523,0.00005492602,0.00002441625,0.000006683544,0.00007220056,0.00006562498,0.00005215199],"category_scores_gemma":[0.00003760619,0.0001354784,0.0001385546,0.0001362927,0.0001334588,0.00005027875,0.00004914136,0.0001496038,0.000001107586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138219,"about_ca_system_score_gemma":0.0006208257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005540734,"about_ca_topic_score_gemma":0.00009942719,"domain_scores_codex":[0.9983034,0.0002566105,0.0006345858,0.000343229,0.0002930257,0.0001691727],"domain_scores_gemma":[0.9981506,0.0007377095,0.0005120611,0.0003488901,0.0001213048,0.0001293757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002691058,0.002603953,0.9922604,0.0001962536,0.0002108657,0.0000587708,0.00002277843,0.00004334543,0.00000700593,1.45587e-7,0.00000276473,0.001902663],"study_design_scores_gemma":[0.01217725,0.003215464,0.9837103,0.0003141719,0.0001817063,3.919812e-7,0.00001771121,0.00007677672,0.0001683779,8.931127e-7,0.000003720689,0.0001332602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973031,0.0004167169,0.000003321521,0.00003576973,0.0001285673,0.001377479,0.0006445315,0.000009494132,0.00008107429],"genre_scores_gemma":[0.9994408,0.00001032075,0.0001027686,0.00003237144,0.00006366914,0.00008396659,0.0002005792,0.00002399068,0.00004153117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009486196,"threshold_uncertainty_score":0.5524649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828911427823522,"score_gpt":0.3866799339747373,"score_spread":0.348390819696502,"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."}}