{"id":"W2918297436","doi":"10.1016/j.fertnstert.2019.01.003","title":"Microdissection testicular sperm extraction: preoperative patient optimization, surgical technique, and tissue processing","year":2019,"lang":"en","type":"review","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Testicular sperm extraction; Microdissection; Intracytoplasmic sperm injection; Varicocele; Sperm Retrieval; Sperm; Medicine; Male infertility; Infertility; Azoospermia; Obstructive azoospermia; Assisted reproductive technology; Andrology; Urology; 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":[0.0009079553,0.0009299364,0.00149806,0.002351518,0.0002651087,0.000978785,0.00108449,0.0007158799,0.002944971],"category_scores_gemma":[0.001351275,0.0003204809,0.0007139529,0.002403944,0.0006119679,0.0009439511,0.0005310666,0.001211864,0.00100954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004970505,"about_ca_system_score_gemma":0.001305499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475945,"about_ca_topic_score_gemma":0.003471853,"domain_scores_codex":[0.9996707,0.00005401465,0.00007579837,0.00007800574,0.0001019034,0.00001961104],"domain_scores_gemma":[0.9990731,0.000614416,0.0001273051,0.00002054796,0.0001325974,0.00003195325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007145247,0.00005718242,0.0005522328,0.02010521,0.0001559917,0.0001561927,0.00002937206,0.000265347,0.001044736,0.0007692007,0.008330101,0.9684629],"study_design_scores_gemma":[0.00006408464,0.0003307232,0.009951931,0.01771413,0.001549352,0.007551801,0.0002126644,0.0004488042,0.003236083,0.002820959,0.9560285,0.00009088091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001503957,0.9991257,0.0001844753,0.0001318467,0.00007778177,0.000003697224,0.00001282625,0.000005245648,0.0003081124],"genre_scores_gemma":[0.0009289993,0.9980843,0.0004275076,0.0001361124,0.0001500428,0.000005028971,0.00003131603,0.000001587566,0.0002351791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002944971,"threshold_uncertainty_score":0.009851933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0400192216323863,"score_gpt":0.3381553622005015,"score_spread":0.2981361405681152,"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."}}