{"id":"W2942671874","doi":"10.1016/j.clgc.2019.04.015","title":"Contemporary Assessment of Survival Rates in Stage I Testicular Seminoma: A Population-Based Comparison Between Surveillance and Active Treatment After Orchiectomy","year":2019,"lang":"en","type":"article","venue":"Clinical Genitourinary Cancer","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Seminoma; Stage (stratigraphy); Orchiectomy; Propensity score matching; Surveillance, Epidemiology, and End Results; Hazard ratio; Testicular cancer; Proportional hazards model; Internal medicine; Incidence (geometry); Epidemiology; Population; Cumulative incidence; Urology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001289506,0.0001911438,0.0004316286,0.001372436,0.0003064028,0.0007637707,0.0004043361,0.0005023137,0.000759583],"category_scores_gemma":[0.003255844,0.0001245425,0.0005836586,0.001256416,0.0004113084,0.0007097522,0.0004875715,0.0004203742,0.000117636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423177,"about_ca_system_score_gemma":0.000254467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00369891,"about_ca_topic_score_gemma":0.004775823,"domain_scores_codex":[0.9993649,0.0002160945,0.00006898014,0.0001581497,0.0001132394,0.00007854224],"domain_scores_gemma":[0.9982466,0.0004871032,0.0006927294,0.0001313361,0.0002461201,0.0001962325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005221186,0.00003634688,0.9962244,0.00001435112,0.0001107947,0.00002279557,0.0001232621,0.0000589517,0.0001802034,0.00002654765,0.00005611028,0.002624087],"study_design_scores_gemma":[0.000007433599,0.0002889796,0.9989356,0.000004205314,0.00006557541,0.0001129212,0.0002936707,0.0001160876,0.00004630708,0.00002463378,0.0001015052,0.000003112688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984341,0.0007147997,0.00008848832,0.00004327375,0.000005974155,0.000003392647,0.0002894163,0.000003884514,0.0004167357],"genre_scores_gemma":[0.9994815,0.0001400342,0.00002083693,0.00001263838,0.00001003282,0.000002035872,0.0002935964,0.000001095688,0.00003820674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00369891,"threshold_uncertainty_score":0.007354796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06811372294504209,"score_gpt":0.4375365370072789,"score_spread":0.3694228140622368,"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."}}