{"id":"W4319984107","doi":"10.22514/jomh.2023.011","title":"Sexual function and fertility preservation in testicular cancer survivors","year":2023,"lang":"en","type":"article","venue":"Journal of Men s Health","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fertility preservation; Fertility; Testicular cancer; Retroperitoneal lymph node dissection; Medicine; Radiation therapy; Oncology; Spermatogenesis; Testicular sperm extraction; Sperm; Gynecology; Sexual function; Cancer; Internal medicine; Andrology; Biology; Infertility; Population; Azoospermia; Pregnancy","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":[0.001178613,0.00005825065,0.0001996425,0.0001732494,0.00003963768,0.000007597062,0.00002526195,0.00004238433,0.00002911184],"category_scores_gemma":[0.0005742198,0.00004537279,0.00002013127,0.0003436182,0.0000142734,0.0001316767,0.00001402704,0.0001789023,0.000003175807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515073,"about_ca_system_score_gemma":0.0002672742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773266,"about_ca_topic_score_gemma":0.0005461535,"domain_scores_codex":[0.9990965,0.00007684282,0.0003354534,0.00009125701,0.0002619441,0.0001379831],"domain_scores_gemma":[0.9993868,0.00009475678,0.0001693885,0.00009810103,0.0001234281,0.000127493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003770233,0.00007911657,0.9781371,0.0002053917,0.00002410665,0.00002261367,0.0002711881,0.0001199537,0.001191144,0.00001743142,0.00163701,0.01791793],"study_design_scores_gemma":[0.00111348,0.0007482389,0.9942403,0.0001184185,0.00002907904,0.00003867801,0.0003141007,0.002148324,0.00002804132,0.0004132812,0.0007751491,0.00003286898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916379,0.0007942944,0.0002364688,0.00683672,0.0002664725,0.000158195,0.000001408662,0.00001767867,0.00005090046],"genre_scores_gemma":[0.9988849,0.000274336,0.0001532189,0.0003625319,0.0001722621,0.000003754333,0.000006625865,0.000007677327,0.0001346796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01788507,"threshold_uncertainty_score":0.268066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04820011738400755,"score_gpt":0.3382664067125509,"score_spread":0.2900662893285434,"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."}}