{"id":"W2793878480","doi":"10.1016/j.jpurol.2018.02.016","title":"Cryopreservation of testicular tissue in pre-pubertal and adolescent boys at risk for infertility: A low risk procedure","year":2018,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Biopsy; Surgery; Fertility preservation; Population; Infertility; Concomitant; Internal medicine; Fertility; 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":[0.0005355071,0.0001082597,0.0003193801,0.0002555171,0.00004329392,0.000004401249,0.00005201076,0.0001654882,0.00003860656],"category_scores_gemma":[0.004489581,0.00008464866,0.0000676138,0.000214687,0.00007314701,0.00008265916,0.00003338657,0.000254868,0.000002633087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000503324,"about_ca_system_score_gemma":0.0001403604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003608096,"about_ca_topic_score_gemma":0.00005468089,"domain_scores_codex":[0.9988772,0.0000800338,0.0005221844,0.0001550529,0.0001895903,0.0001759056],"domain_scores_gemma":[0.9984778,0.0002309402,0.0005953985,0.0001255489,0.0004643875,0.0001058922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001740276,0.0003814482,0.9934236,0.0001571664,0.0000614031,0.0000198557,0.0002348586,0.00002810024,0.001209118,0.000003461816,0.001819969,0.0009207223],"study_design_scores_gemma":[0.003748795,0.004079781,0.9863209,0.00001225473,0.001074597,0.0002891012,0.000009282396,0.002640586,0.0007429053,0.000353672,0.0006610401,0.00006705004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953101,0.001410691,0.002208368,0.0003983475,0.0002390934,0.0003989926,0.000008761067,0.000006584719,0.00001902102],"genre_scores_gemma":[0.9971763,0.0003594994,0.0009880868,0.0001534719,0.001268664,0.000007267774,0.000004547015,0.00001274762,0.00002936403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007102686,"threshold_uncertainty_score":0.5374772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087405620230869,"score_gpt":0.2627138163509861,"score_spread":0.2518397601486774,"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."}}