{"id":"W2516239266","doi":"10.1016/j.fertnstert.2016.07.654","title":"Reproductive outcomes following surgical sperm retrieval in couples with obstructive azoospermia (OA), non-obstructive azoospermia (NOA) and repeated in vitro fertilization (IVF) failure","year":2016,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Sperm Retrieval; Testicular sperm extraction; Intracytoplasmic sperm injection; Medicine; Azoospermia; Sperm; Obstructive azoospermia; In vitro fertilisation; Gynecology; Retrospective cohort study; Andrology; Infertility; Pregnancy; Surgery; Biology","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":[0.0005298263,0.0001597854,0.0003418597,0.0006115786,0.0005104428,0.0006122041,0.0002940536,0.0005688366,0.002403369],"category_scores_gemma":[0.004545725,0.0001428797,0.0006578442,0.0005270015,0.000560664,0.0004117755,0.0006498676,0.0005690272,0.0001447213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429595,"about_ca_system_score_gemma":0.000482329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105176,"about_ca_topic_score_gemma":0.003794573,"domain_scores_codex":[0.9996351,0.0001049759,0.00004397213,0.00004113741,0.00007107467,0.0001038245],"domain_scores_gemma":[0.9983541,0.0006757552,0.0005490098,0.00003942747,0.00008522361,0.0002965442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001192217,0.0001874767,0.9889134,0.00005490023,0.0001508384,0.001637144,0.0004356387,0.0001733144,0.00026645,0.00008866724,0.0001467754,0.006753298],"study_design_scores_gemma":[0.00003478525,0.001107225,0.9943562,0.00002515267,0.0001001988,0.002558623,0.001117033,0.0002514973,0.0001013878,0.0001267402,0.0002055136,0.00001556893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989678,0.0005021633,0.00001324549,0.0000591889,0.000007425895,0.000005777295,0.00008448208,8.88096e-7,0.0003590911],"genre_scores_gemma":[0.9995982,0.0001495695,0.00001365773,0.00003204367,0.00001006489,0.000003514657,0.0001096025,4.20429e-7,0.00008305266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003105176,"threshold_uncertainty_score":0.00804013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202696496028069,"score_gpt":0.2462227601122655,"score_spread":0.2341957951519848,"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."}}