{"id":"W4214950442","doi":"10.1111/and.14401","title":"Does testicular sperm retrieval adversely impact spermatogenesis over the long‐term?","year":2022,"lang":"en","type":"article","venue":"Andrologia","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Testicular sperm extraction; Sperm Retrieval; Spermatogenesis; Sperm; Semen; Andrology; Gynecology; Context (archaeology); Azoospermia; Male infertility; Infertility; Semen analysis; Population; Medicine; Oligospermia; Cohort; Biology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002919172,0.0001805282,0.0002355844,0.00007670849,0.0003427175,0.00002430624,0.0001406114,0.00007069806,0.005568807],"category_scores_gemma":[0.0002209032,0.00008410966,0.0002306972,0.0003477949,0.0001010609,0.0000603118,0.0001287785,0.0003079778,0.0000914811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278085,"about_ca_system_score_gemma":0.0001025239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006726658,"about_ca_topic_score_gemma":0.000004304059,"domain_scores_codex":[0.9986992,0.00009433859,0.0001938035,0.0002893838,0.0004103714,0.0003129419],"domain_scores_gemma":[0.9991774,0.0001272389,0.00007737026,0.0004563511,0.00005277978,0.0001088935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000488962,0.0001545482,0.9877011,0.0000144721,0.0001623236,0.0007482176,0.000104815,0.000091706,0.006599163,0.0000389299,0.003184987,0.000710736],"study_design_scores_gemma":[0.001190781,0.000707582,0.9922644,0.000008250265,0.0003250433,0.001161129,0.00006780201,0.0003865855,0.001417721,0.00006962625,0.002255294,0.0001457463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970567,0.00044415,0.0000473751,0.0006988593,0.0005874418,0.0003668212,0.00002310294,0.0001157959,0.0006597932],"genre_scores_gemma":[0.997218,0.00004692387,0.00003152132,0.00167603,0.0002712999,0.00001735108,0.00007736674,0.00002387522,0.0006376109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005477326,"threshold_uncertainty_score":0.9953402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418680152502428,"score_gpt":0.2655852922128177,"score_spread":0.2513984906877934,"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."}}