{"id":"W2245212464","doi":"10.1200/jco.2007.25.18_suppl.5021","title":"Initial versus recent outcomes with a non–risk adapted surveillance policy in stage I non-seminomatous germ cell tumors (NSGCT)","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Germ cell tumors; Population; Orchiectomy; Internal medicine; Surgery; Cancer; Seminoma; Multivariate analysis; Oncology; Chemotherapy","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":[0.001592202,0.0001505963,0.0002578817,0.0003767682,0.0002765007,0.0005152561,0.0003177259,0.0004336643,0.0008370134],"category_scores_gemma":[0.003514926,0.0001064956,0.0005596901,0.0004055148,0.0003962083,0.0005782419,0.0005819094,0.0004152665,0.0001119729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008000207,"about_ca_system_score_gemma":0.0003103935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199515,"about_ca_topic_score_gemma":0.004009408,"domain_scores_codex":[0.9995298,0.0001426687,0.00006469408,0.00008361695,0.00007256458,0.0001066348],"domain_scores_gemma":[0.9978262,0.0003828006,0.001050518,0.00009243787,0.0001038238,0.0005442028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003479738,0.0003174762,0.9794866,0.00005501137,0.0001220328,0.0003649246,0.0002511137,0.0006316852,0.0005301268,0.00006402724,0.0002189427,0.01447827],"study_design_scores_gemma":[0.0001271222,0.00415957,0.9931578,0.00002462771,0.00007862828,0.001171081,0.0002072674,0.0005200554,0.0002499414,0.00005433488,0.0002408291,0.000008670405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993755,0.0002732345,0.00003753266,0.00003725848,0.000004619676,0.00000868146,0.0000456895,0.000001571361,0.0002159299],"genre_scores_gemma":[0.9995609,0.0001089567,0.00003844246,0.00002353789,0.00001306142,0.000007713358,0.0001951148,8.255168e-7,0.00005137193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00199515,"threshold_uncertainty_score":0.008420467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07523602951675029,"score_gpt":0.4661043901413182,"score_spread":0.3908683606245679,"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."}}