{"id":"W2011257533","doi":"10.1111/andr.12000","title":"Sperm retrieval outcomes with microdissection testicular sperm extraction (micro-TESE) in men with cryptozoospermia","year":2015,"lang":"en","type":"article","venue":"Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Testicular sperm extraction; Sperm Retrieval; Intracytoplasmic sperm injection; Sperm; Microdissection; Azoospermia; Medicine; Andrology; Gynecology; Assisted reproductive technology; Pregnancy rate; Pregnancy; Biology; Infertility","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":[0.0002552683,0.0002442693,0.0004303456,0.0002267003,0.00005533717,0.00002053054,0.00005521415,0.0002168969,0.0001458622],"category_scores_gemma":[0.0002123741,0.0001678045,0.00004972329,0.0003964249,0.0001352902,0.0001613893,0.00001775398,0.0003484169,0.0001036949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955448,"about_ca_system_score_gemma":0.0001904218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003055294,"about_ca_topic_score_gemma":0.0002160133,"domain_scores_codex":[0.9986101,0.00006046519,0.0002595102,0.0004378514,0.0002725246,0.0003595188],"domain_scores_gemma":[0.999114,0.00007805209,0.00009979025,0.0003113457,0.0002033963,0.0001933777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003226632,0.0003291071,0.9573929,0.00002546067,0.00009987628,0.001015501,0.0002922798,0.00007770164,0.03643749,0.00007696103,0.0005884577,0.0004376846],"study_design_scores_gemma":[0.009303019,0.003811824,0.961171,0.00007665967,0.0003284412,0.007453331,0.0004247375,0.0005329053,0.01417346,0.0001476051,0.002250882,0.0003261809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922231,0.0001954788,0.000560593,0.001133448,0.0002206509,0.0004663711,0.000001812289,0.0001060393,0.005092545],"genre_scores_gemma":[0.9970984,0.0000221523,0.001343361,0.0004193046,0.0002134597,0.00001367544,0.00006744051,0.00003888765,0.0007832586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02226403,"threshold_uncertainty_score":0.6842869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820347149306956,"score_gpt":0.2714102954712801,"score_spread":0.2532068239782105,"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."}}