{"id":"W1988417875","doi":"10.1016/j.ejso.2013.09.019","title":"Long-term survival in patients with germ cell testicular cancer: A population-based competing-risks regression analysis","year":2013,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Seminoma; Poisson regression; Testicular cancer; Epidemiology; Cancer; Stage (stratigraphy); Testicular Germ Cell Tumor; Population; Internal medicine; Proportional hazards model; Incidence (geometry); Oncology; Surveillance, Epidemiology, and End Results; Germ cell tumors; Gynecology; Cancer registry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000328444,0.0001827253,0.0006758904,0.0002883168,0.00004688712,0.00002026538,0.000101322,0.00004288623,0.0004933712],"category_scores_gemma":[0.00006279776,0.0001090362,0.000240007,0.0004250048,0.00005355385,0.00006598564,0.00002764319,0.0002692806,0.00002475844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226415,"about_ca_system_score_gemma":0.0001649887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001521336,"about_ca_topic_score_gemma":0.00002079756,"domain_scores_codex":[0.9978797,0.0006636848,0.0006135147,0.0001997744,0.0004060265,0.0002372622],"domain_scores_gemma":[0.9981488,0.0002734397,0.0006989609,0.0001733366,0.0003471337,0.00035833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007885731,0.001759498,0.9766651,0.00002974585,0.0003087256,0.00558545,0.00001887574,0.001338331,0.000005976072,9.723032e-7,0.00001214852,0.01348658],"study_design_scores_gemma":[0.01145701,0.001903138,0.9845113,0.00025016,0.001325025,0.00003046696,0.000008441019,0.000211949,0.000005312124,0.000001093295,0.0001845328,0.0001115692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980249,0.000526629,0.000073675,0.0003658544,0.00009509753,0.0002320882,0.000005614147,0.00001213334,0.0006640225],"genre_scores_gemma":[0.9989986,0.00005248948,0.000652681,0.00008292706,0.00009559345,0.000003162422,0.00006178648,0.00002565883,0.00002704485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01337501,"threshold_uncertainty_score":0.5402068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012199550845219,"score_gpt":0.3023111609555086,"score_spread":0.2821891654470565,"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."}}