{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003760991,0.000276753,0.0004664758,0.0002107354,0.0002308278,0.0001687793,0.00005951493,0.0003059919,0.0002231407],"category_scores_gemma":[0.001146425,0.000195455,0.00004486286,0.000465093,0.00008285955,0.0002464296,0.00001664358,0.0008465333,0.0000151221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008128081,"about_ca_system_score_gemma":0.0004410372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005041287,"about_ca_topic_score_gemma":0.001802637,"domain_scores_codex":[0.9981935,0.0001032998,0.0003549489,0.0004095481,0.000476964,0.0004617635],"domain_scores_gemma":[0.9983705,0.0001419821,0.000227472,0.0001004338,0.0002455321,0.0009141298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000551252,0.0000348077,0.9957374,0.0000161853,0.00009829166,0.0005255717,0.0003330488,0.0001803896,0.0005985016,0.0000780019,0.000285771,0.001560783],"study_design_scores_gemma":[0.003897162,0.002635438,0.985752,0.00004526442,0.0002088033,0.003442061,0.000264789,0.002069953,0.0000742277,0.0001329883,0.001202249,0.0002750476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751673,0.0001330193,0.0001101958,0.02272598,0.00006846969,0.0004083353,0.0000102675,0.00004589307,0.001330488],"genre_scores_gemma":[0.9936858,0.0000604297,0.0004958018,0.005224988,0.0003651099,0.000004569902,0.00002615732,0.00002726099,0.000109914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01851841,"threshold_uncertainty_score":0.7970421,"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."}}