{"id":"W2108002284","doi":"10.1016/j.fertnstert.2004.03.028","title":"Microsurgical treatment of persistent or recurrent varicocele","year":2004,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Varicocele; Medicine; Testicular atrophy; Hydrocele; Sperm; Surgery; Microsurgery; Intracytoplasmic sperm injection; Sperm motility; Atrophy; Semen; Urology; Pregnancy; Infertility; Andrology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008783409,0.0001006948,0.0002598635,0.00002042922,0.00004692656,0.000006603855,0.00001720164,0.0000609158,0.0001889626],"category_scores_gemma":[0.00005031147,0.00006420317,0.0001658181,0.0000678275,0.0001063086,0.00003559123,0.00001447913,0.00003923323,0.000005044135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001190359,"about_ca_system_score_gemma":0.0000697123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001708078,"about_ca_topic_score_gemma":0.00003666776,"domain_scores_codex":[0.9993138,0.00002698877,0.0002035085,0.0002261784,0.0001089587,0.0001205635],"domain_scores_gemma":[0.9995577,0.00002623825,0.00003116379,0.0002168492,0.0000567582,0.0001113276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3565278,0.02677129,0.3509642,0.002180072,0.001055105,0.0002543399,0.006956184,0.0000317882,0.0207963,0.0001116584,0.000044308,0.2343069],"study_design_scores_gemma":[0.002370623,0.003342278,0.9895723,0.000036589,0.0001562971,0.00005361623,0.00009845317,0.00009185306,0.002662619,0.00009408926,0.001460758,0.00006054696],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980872,0.0007196147,0.0001389128,0.0002491393,0.0001129007,0.0002551392,0.00001722215,0.00002533846,0.000394547],"genre_scores_gemma":[0.9994795,0.00005183009,0.0002540892,0.00003165556,0.00002056794,0.000008813238,0.00001990165,0.000003521542,0.0001301448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.638608,"threshold_uncertainty_score":0.2618129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04926426759615355,"score_gpt":0.2843000860486876,"score_spread":0.235035818452534,"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."}}