{"id":"W2945461036","doi":"10.1016/j.euf.2019.05.003","title":"Optimal Management of High-risk Stage I Nonseminomatous Germ Cell Tumor: Surveillance is the Preferred Option","year":2019,"lang":"en","type":"article","venue":"European Urology Focus","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Stage (stratigraphy); Germ cell; Germ cell tumors; General surgery; Intensive care medicine; Surgery; 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":[0.0003916159,0.000272301,0.001089667,0.0006130546,0.0006071612,0.001229261,0.0003162424,0.001052858,0.003789003],"category_scores_gemma":[0.001747909,0.0001569018,0.0004960674,0.0003253362,0.0003738012,0.001343963,0.000440419,0.001894834,0.0007717256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004030204,"about_ca_system_score_gemma":0.00098655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000682406,"about_ca_topic_score_gemma":0.001953576,"domain_scores_codex":[0.9997861,0.00005086459,0.00002423634,0.00004266237,0.00004554145,0.00005073069],"domain_scores_gemma":[0.9996171,0.0001309071,0.00007138417,0.00001594568,0.00004652442,0.000118147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002067396,0.000572591,0.09086171,0.001056322,0.0002125907,0.01674791,0.0002768278,0.006406331,0.01032439,0.007469623,0.05299865,0.8110056],"study_design_scores_gemma":[0.001012845,0.006561029,0.362173,0.009275849,0.001027622,0.194092,0.004504973,0.02523457,0.01460125,0.1073481,0.2737314,0.0004374234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4107286,0.3084723,0.0538224,0.1160012,0.005281187,0.0002387156,0.001167243,0.0006813549,0.1036069],"genre_scores_gemma":[0.9100466,0.05250899,0.0134096,0.01155672,0.006534325,0.0000889838,0.00089163,0.0001415294,0.004821568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003789003,"threshold_uncertainty_score":0.01267546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007100329618710517,"score_gpt":0.2176432527290699,"score_spread":0.2105429231103594,"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."}}