{"id":"W3160364398","doi":"10.5489/cuaj.7077","title":"Spermatic vein embolization as a treatment for symptomatic varicocele","year":2021,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Varicocele; Medicine; Sclerotherapy; Surgery; Embolization; Scrotal Pain; Spermatic Vein; Testicular pain; Reflux; Quality of life (healthcare); Prospective cohort study; Confidence interval; Scrotum; Internal medicine; Infertility; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001100091,0.0001559499,0.0003873016,0.0001340937,0.001853326,0.00003840634,0.00008911871,0.0002666347,0.001972693],"category_scores_gemma":[0.005930774,0.0001275676,0.0001215343,0.0002939757,0.00001646474,0.0001261828,0.00001920035,0.0004101064,0.0004056596],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004493013,"about_ca_system_score_gemma":0.002967495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009294722,"about_ca_topic_score_gemma":0.002151096,"domain_scores_codex":[0.9970754,0.0009284522,0.0006571983,0.0002636733,0.0002591207,0.0008161517],"domain_scores_gemma":[0.9967273,0.001037912,0.0005043475,0.0001554179,0.001013789,0.0005611738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005779429,0.0002959426,0.897104,0.0002529798,0.0005214711,0.00009362603,0.006789806,0.0001509319,0.00009276511,0.0140566,0.07401701,0.006567026],"study_design_scores_gemma":[0.00222722,0.0005149712,0.4034128,0.00007368176,0.0001571098,0.00008839431,0.002168902,0.0008824589,0.00001887958,0.01859533,0.5715864,0.0002738063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7665051,0.001932553,0.002271628,0.1895638,0.003715811,0.002769744,0.0002124417,0.0001506091,0.03287838],"genre_scores_gemma":[0.963986,0.000509353,0.001201938,0.01529777,0.002260614,0.000445884,0.0001038661,0.00003527058,0.01615932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4975694,"threshold_uncertainty_score":0.9994462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05884787069716711,"score_gpt":0.3830566906032772,"score_spread":0.3242088199061101,"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."}}