{"id":"W4379378279","doi":"10.1007/s00464-023-10143-5","title":"Aspiration and sclerotherapy versus hydrocelectomy for treating hydroceles: a systematic review and meta-analyses","year":2023,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Sclerotherapy; Randomized controlled trial; Hydrocele; Meta-analysis; Surgery; Relative risk; Abdominal surgery; MEDLINE; Internal medicine; Confidence interval","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":[0.005332496,0.002605624,0.01655802,0.003026334,0.0005788479,0.002679017,0.001920211,0.002620897,0.005893711],"category_scores_gemma":[0.01242966,0.001589618,0.02797988,0.004425289,0.0008426435,0.001959475,0.001593125,0.002580855,0.0004096657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673446,"about_ca_system_score_gemma":0.002028742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006284772,"about_ca_topic_score_gemma":0.02174126,"domain_scores_codex":[0.9965667,0.001382885,0.001058431,0.0004571638,0.0003349986,0.0001998299],"domain_scores_gemma":[0.9928905,0.00491245,0.00149755,0.0001834013,0.0003687449,0.0001474936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00481419,0.00006501719,0.00310831,0.3812468,0.5976018,0.0001257302,0.0001172807,0.000324003,0.0002771199,0.00009391306,0.0005274425,0.01169845],"study_design_scores_gemma":[0.001586836,0.0002713497,0.00290346,0.01471079,0.9791058,0.00006631388,0.00007114869,0.0001034287,0.00006494127,0.0001194655,0.0009696404,0.00002684098],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006507092,0.9923949,0.000278534,0.00009635347,0.0001244988,0.0001425857,0.000272616,0.00001673773,0.0001666988],"genre_scores_gemma":[0.190852,0.8049946,0.001553063,0.00110371,0.0002310305,0.0004029827,0.0004208607,0.0000282335,0.0004134497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01655802,"threshold_uncertainty_score":0.02820128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2936955039763521,"score_gpt":0.4812169426517674,"score_spread":0.1875214386754153,"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."}}