{"id":"W3163899952","doi":"10.1016/j.urology.2021.04.037","title":"Testicular Sperm Aspiration (TESA) or Microdissection Testicular Sperm Extraction (Micro–tese): Which Approach is better in Men with Cryptozoospermia and Severe Oligozoospermia?","year":2021,"lang":"en","type":"article","venue":"Urology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Testicular sperm extraction; Sperm Retrieval; Sperm; Medicine; Microdissection; Andrology; Gynecology; Intracytoplasmic sperm injection; Infertility; Biology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002690832,0.0004518178,0.0006084565,0.0002939997,0.000167376,0.00008266722,0.00008032258,0.0005060637,0.0007682206],"category_scores_gemma":[0.000602361,0.0003681023,0.00007169248,0.0009412381,0.0001530945,0.0002473716,0.00006357449,0.0006705571,0.0000710229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027018,"about_ca_system_score_gemma":0.0003075579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000129224,"about_ca_topic_score_gemma":0.0003873846,"domain_scores_codex":[0.9973817,0.0001416603,0.0004702158,0.001065126,0.0003692949,0.0005719393],"domain_scores_gemma":[0.9984221,0.0001829363,0.0001620075,0.0005607965,0.0004507937,0.0002214048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001881724,0.001396442,0.509335,0.0004032455,0.0003305056,0.002771451,0.000919078,0.0007925788,0.4716476,0.0001985899,0.002068913,0.008254902],"study_design_scores_gemma":[0.012164,0.004333274,0.8303935,0.0002177126,0.001536362,0.05210704,0.0007583591,0.0280668,0.05857921,0.0003738467,0.01014342,0.001326517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851147,0.0006947988,0.003635057,0.003464914,0.0002032199,0.0007977035,0.000009916486,0.0001481306,0.005931553],"genre_scores_gemma":[0.9890194,0.0000952668,0.005823588,0.003159276,0.0004786687,0.00008057283,0.0003049219,0.00008605117,0.0009522651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4130684,"threshold_uncertainty_score":0.9998771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344284199834866,"score_gpt":0.2475503988971497,"score_spread":0.2341075568988011,"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."}}