{"id":"W4251623747","doi":"10.1002/9781444398854.ch85","title":"Sperm Retrieval in Cancerous Testes","year":2012,"lang":"en","type":"other","venue":"Assisted Reproduction Techniques","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; McGill University","funders":"","keywords":"Sperm Retrieval; Sperm bank; Testicular cancer; Medicine; Sperm; Malignancy; Gynecology; Infertility; Fertility; Fertility preservation; Orchiectomy; Andrology; Testicular sperm extraction; Male infertility; Cancer; Urology; Pregnancy; Azoospermia; Biology; Internal medicine; Population","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":[0.0004751228,0.00023729,0.0002964278,0.001169792,0.0005659517,0.0005325406,0.0003140596,0.0005122313,0.01599266],"category_scores_gemma":[0.001662855,0.00007669792,0.0003323047,0.000961381,0.0003940946,0.0005014811,0.0003391105,0.0004082176,0.003171336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003485622,"about_ca_system_score_gemma":0.0006327779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009875633,"about_ca_topic_score_gemma":0.001888572,"domain_scores_codex":[0.9998195,0.00004803045,0.00002769754,0.00001859009,0.00005514948,0.00003115054],"domain_scores_gemma":[0.9996529,0.0001270036,0.00007041777,0.00003256264,0.00004705123,0.0000700957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00119327,0.0003287374,0.06159657,0.003020162,0.0001863562,0.04940268,0.0003889675,0.0004702669,0.01057974,0.00347606,0.03578322,0.8335741],"study_design_scores_gemma":[0.0004610297,0.002591783,0.1166085,0.002255472,0.0002913195,0.5369588,0.0008825273,0.001156669,0.02752212,0.005828044,0.3053705,0.00007330345],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3605621,0.3961816,0.01235218,0.005984087,0.003383109,0.0007074271,0.001362512,0.0008060071,0.218661],"genre_scores_gemma":[0.8428135,0.09654643,0.009963687,0.003408983,0.002802619,0.00009713275,0.001879397,0.0001855248,0.04230269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01599266,"threshold_uncertainty_score":0.05350083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044394815878469,"score_gpt":0.3059477695769617,"score_spread":0.285503821418177,"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."}}