{"id":"W2809276712","doi":"10.1016/j.fertnstert.2018.04.029","title":"Use of testicular sperm in nonazoospermic males","year":2018,"lang":"en","type":"editorial","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Intracytoplasmic sperm injection; Sperm; Andrology; Asthenozoospermia; Gynecology; Testicular sperm extraction; Male infertility; Azoospermia; Human fertilization; Medicine; Infertility; Biology; Pregnancy; Anatomy","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":[0.0005280746,0.0003009185,0.000822698,0.0001124181,0.00003966423,0.00002768636,0.00007632413,0.0007464892,0.0003049039],"category_scores_gemma":[0.00408019,0.0002591078,0.0001403324,0.000156131,0.0004117558,0.0001177643,0.0001049344,0.0004950403,0.00001891706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127026,"about_ca_system_score_gemma":0.0002440886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008756783,"about_ca_topic_score_gemma":0.0003416254,"domain_scores_codex":[0.9979059,0.0001290239,0.000592229,0.0006278576,0.0004854159,0.0002595588],"domain_scores_gemma":[0.9981267,0.0005348508,0.0001395105,0.0006981129,0.0003620792,0.0001386947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07131736,0.002677778,0.613883,0.009219526,0.0003474818,0.0003472295,0.0007210977,0.000001191771,0.003564236,0.00000593313,0.2896439,0.008271249],"study_design_scores_gemma":[0.0007526053,0.0004158776,0.8963557,0.0004611969,0.0001718724,0.000006964347,0.000009693887,0.0002133347,0.0002484427,0.00007748615,0.1011056,0.0001812075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8449984,0.000429843,0.00002319685,0.00002821762,0.1536136,0.0004270131,0.0002455694,0.00003566657,0.0001984316],"genre_scores_gemma":[0.8880942,0.0001116179,0.0005257606,0.00004341206,0.1097839,0.00002198399,0.0007127412,0.00003845149,0.0006679675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2824727,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569354043740532,"score_gpt":0.2788310950784018,"score_spread":0.2431375546409965,"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."}}