{"id":"W2130292322","doi":"10.1016/j.fertnstert.2013.07.499","title":"Percutaneous epididymal sperm aspiration for men with obstructive azoospermia: predictors of sperm retrieval rates","year":2013,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Sperm Retrieval; Sperm; Azoospermia; Testicular sperm extraction; Obstructive azoospermia; Vasectomy; Andrology; Sperm motility; Sperm bank; Biology; Medicine; Infertility; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004823612,0.0002755861,0.0005225781,0.0006560986,0.0004307463,0.0006631505,0.0003458238,0.0009756962,0.002284978],"category_scores_gemma":[0.006610218,0.0002744748,0.0005133609,0.000858802,0.000374345,0.0007629825,0.0003476275,0.0008032243,0.0002370668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784388,"about_ca_system_score_gemma":0.0005730292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337723,"about_ca_topic_score_gemma":0.001929663,"domain_scores_codex":[0.9996468,0.0000970796,0.00005293986,0.00004439578,0.0001057175,0.00005316368],"domain_scores_gemma":[0.9966751,0.002111069,0.0007089078,0.00008210356,0.0001396454,0.0002831343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003259136,0.00005333484,0.9959978,0.00001656706,0.00005410205,0.0003578034,0.00003740188,0.00007690793,0.0002866221,0.00001914445,0.00005614607,0.002718238],"study_design_scores_gemma":[0.00002762207,0.0002506165,0.9957502,0.00001462539,0.00009919313,0.002380559,0.0002171235,0.0008482403,0.0002471547,0.00005278795,0.0001054952,0.000006423159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979293,0.001231931,0.0001574963,0.0001249422,0.00001052576,0.000009140372,0.00005076249,0.00000768391,0.0004782378],"genre_scores_gemma":[0.9994408,0.0002782084,0.00009728163,0.00002650098,0.00002769123,0.000002782301,0.00004576445,0.000002190541,0.00007875988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002284978,"threshold_uncertainty_score":0.007643998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639929932172034,"score_gpt":0.2423972545417869,"score_spread":0.2259979552200665,"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."}}