{"id":"W2135250589","doi":"10.1093/annonc/mdp473","title":"Non-risk-adapted surveillance for patients with stage I nonseminomatous testicular germ-cell tumors: diminishing treatment-related morbidity while maintaining efficacy","year":2009,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Stage (stratigraphy); Germ cell tumors; Oncology; Testicular cancer; Intensive care medicine; Germ cell; Testicular Germ Cell Tumor; Internal medicine; 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":[0.0002236619,0.0001543359,0.0003503672,0.0001617887,0.0001524877,0.000204526,0.0002528891,0.000140188,0.001008136],"category_scores_gemma":[0.0009554469,0.00005331797,0.0002961931,0.0001653916,0.0001080179,0.0002757601,0.0001754601,0.0003773283,0.00005322328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001640258,"about_ca_system_score_gemma":0.0003611131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008679818,"about_ca_topic_score_gemma":0.0032545,"domain_scores_codex":[0.9999119,0.00003676737,0.000006204435,0.00001170503,0.00001451407,0.00001888252],"domain_scores_gemma":[0.9997041,0.00009734568,0.00007419354,0.00002283683,0.00001440872,0.00008711659],"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":[0.01574133,0.004483602,0.2688174,0.0003118408,0.0004703337,0.0007772919,0.00044205,0.004304546,0.009778731,0.0006021606,0.002326242,0.6919445],"study_design_scores_gemma":[0.002304975,0.03207592,0.9445724,0.0001260313,0.0007336764,0.002025048,0.0006465275,0.009272824,0.004010854,0.0012102,0.002993607,0.00002778028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959913,0.001600736,0.0005369001,0.000435273,0.00004412983,0.00003422368,0.00003984696,0.00002574893,0.00129184],"genre_scores_gemma":[0.9988642,0.000406705,0.0004232293,0.00009431574,0.00004440174,0.00001020382,0.00004641049,0.000002450083,0.0001081386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001008136,"threshold_uncertainty_score":0.00337249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548657279117345,"score_gpt":0.3241343894607712,"score_spread":0.2886478166695978,"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."}}