{"id":"W2802382296","doi":"10.1002/cncr.31390","title":"Temporal trends in management and outcomes of testicular cancer: A population‐based study","year":2018,"lang":"en","type":"article","venue":"Cancer","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"National Institute on Deafness and Other Communication Disorders; National Institute of Mental Health; National Institutes of Health","keywords":"Medicine; Orchiectomy; Retroperitoneal lymph node dissection; Testicular cancer; Radiation therapy; Population; Cancer registry; Dissection (medical); Surgery; Chemotherapy; Cancer; Germ cell tumors; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000255054,0.00008383335,0.0001923697,0.0001246455,0.00001954814,0.000003963458,0.00002323479,0.00001590058,0.000320735],"category_scores_gemma":[0.000008147565,0.00006271121,0.00003172856,0.0001977081,0.00002350768,0.00001993207,0.00001638254,0.00002171279,0.000001668306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008454129,"about_ca_system_score_gemma":0.00002409246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00334025,"about_ca_topic_score_gemma":0.0008084805,"domain_scores_codex":[0.9994683,0.00001148665,0.000132744,0.0001586603,0.0001320674,0.00009670719],"domain_scores_gemma":[0.9997007,0.000008128922,0.00004804697,0.0001508761,0.00003182227,0.00006039002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005380006,0.0004428401,0.9789612,0.00004469807,0.0001430416,0.00004782829,0.00006092817,0.00001209864,0.000003730037,0.00001131317,0.00007297949,0.02014559],"study_design_scores_gemma":[0.003335822,0.0002330056,0.9954809,0.00009003127,0.0003762225,4.004582e-7,0.00004438617,0.0002413393,0.0000159122,0.0000147984,0.0001107621,0.00005642045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982949,0.0009432709,0.000005928277,0.0001973012,0.00005992887,0.0002922541,0.00002347861,0.00001529524,0.0001675719],"genre_scores_gemma":[0.9988253,0.000009925383,0.0003059841,0.00009589382,0.00002435112,0.0001146337,0.00001670207,0.000009356833,0.0005978304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02008916,"threshold_uncertainty_score":0.5049481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02586296483633204,"score_gpt":0.3603662984477682,"score_spread":0.3345033336114361,"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."}}