{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002220048,0.0004273926,0.003537671,0.000881282,0.0006273271,0.001953051,0.0006510523,0.001322992,0.003723758],"category_scores_gemma":[0.006610531,0.0001810134,0.001271896,0.001527793,0.00115943,0.002152521,0.0004438099,0.001912006,0.000867115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000649079,"about_ca_system_score_gemma":0.00150859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003829359,"about_ca_topic_score_gemma":0.008664825,"domain_scores_codex":[0.9991228,0.000255142,0.0001624132,0.0001814316,0.0001699354,0.0001082395],"domain_scores_gemma":[0.9978036,0.0008800388,0.000480354,0.00006009057,0.0004089827,0.0003670341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.004955214,0.0003730123,0.2003951,0.003203312,0.001561272,0.001432083,0.0003091157,0.0008675138,0.002447432,0.00197839,0.0214747,0.7610029],"study_design_scores_gemma":[0.001702975,0.008930108,0.7771172,0.0159757,0.005514985,0.02408182,0.005886246,0.004260797,0.005861581,0.01953688,0.1306066,0.0005251224],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1904788,0.7220747,0.004618063,0.07022539,0.004592092,0.00006281587,0.0006022803,0.0001584803,0.007187342],"genre_scores_gemma":[0.7301445,0.2242946,0.009373193,0.0233479,0.009907578,0.00005022307,0.0007254742,0.0001082911,0.002048301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003829359,"threshold_uncertainty_score":0.01245725,"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."}}