{"id":"W3094938177","doi":"10.5489/cuaj.6798","title":"Sperm retrieval and intracytoplasmic sperm injection outcomes with testicular sperm aspiration in men with severe oligozoospermia and cryptozoospermia","year":2020,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Fertility Centre; McGill University","funders":"","keywords":"Intracytoplasmic sperm injection; Sperm Retrieval; Sperm; Testicular sperm extraction; Gynecology; Pregnancy rate; Medicine; Obstructive azoospermia; Azoospermia; Male infertility; Pregnancy; Andrology; Infertility; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000678303,0.0002081759,0.0002968187,0.0006280006,0.000313017,0.0003506995,0.0001799698,0.0002851295,0.00140985],"category_scores_gemma":[0.0025826,0.000150475,0.000276406,0.0006135452,0.0002702477,0.0003291743,0.0003227761,0.0003142084,0.0001897038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002412763,"about_ca_system_score_gemma":0.0003532545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817528,"about_ca_topic_score_gemma":0.002512425,"domain_scores_codex":[0.9995853,0.0001210181,0.00005867074,0.00005677265,0.0001215448,0.00005677135],"domain_scores_gemma":[0.9986538,0.0003001095,0.0007190093,0.00003487031,0.0001169874,0.000175155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009083669,0.00001518009,0.9974167,0.00001449622,0.00002443419,0.0001512068,0.00005278349,0.00003880225,0.0001054214,0.000006401092,0.00004638687,0.002037262],"study_design_scores_gemma":[0.00001689902,0.0004062563,0.9965001,0.0000177886,0.00003764603,0.002283658,0.0001569577,0.0002500696,0.0001609157,0.0000172266,0.0001481688,0.000004268946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998598,0.0009320952,0.00004178151,0.00004906641,0.000003124792,0.000009468118,0.00009696878,0.000002804036,0.0002666368],"genre_scores_gemma":[0.9996582,0.0001348222,0.00004210975,0.00001461533,0.000006986998,0.00000322684,0.0001014587,5.125937e-7,0.00003799684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001817528,"threshold_uncertainty_score":0.004716456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009492776904475251,"score_gpt":0.202070757138696,"score_spread":0.1925779802342207,"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."}}