{"id":"W4240358522","doi":"10.5489/cuaj.295","title":"Varicocele surgery or embolization: Which is better?","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Varicocele; Embolization; Medicine; Surgery; Radiology; Infertility","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002324093,0.0006395924,0.00258232,0.002847692,0.0004859415,0.002182743,0.0007065423,0.001956338,0.01173704],"category_scores_gemma":[0.008227825,0.0002697218,0.00113887,0.003318686,0.001901626,0.004745321,0.0005303962,0.002203008,0.002003382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008520631,"about_ca_system_score_gemma":0.001586375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468183,"about_ca_topic_score_gemma":0.002518794,"domain_scores_codex":[0.9991238,0.0002355163,0.0002083429,0.0001654774,0.0001835326,0.00008341361],"domain_scores_gemma":[0.9953074,0.002358511,0.001185387,0.00009220682,0.0007433582,0.0003131322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006189237,0.0001843594,0.03456033,0.01967048,0.000720198,0.003279314,0.0003594454,0.0003162003,0.0006027959,0.003411832,0.06753737,0.8687388],"study_design_scores_gemma":[0.0005042833,0.001184293,0.1213926,0.1154269,0.004349994,0.09326051,0.01258758,0.001212125,0.002089662,0.04168043,0.605809,0.0005025914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005372044,0.9590556,0.0005735912,0.03019944,0.002267147,0.000008587162,0.0001076733,0.00003970391,0.00237619],"genre_scores_gemma":[0.04953307,0.9284217,0.001070453,0.01147337,0.008060849,0.00001528487,0.0002354607,0.0000417358,0.001148005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01173704,"threshold_uncertainty_score":0.03926432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174983026302135,"score_gpt":0.2150405816363976,"score_spread":0.1975422790061841,"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."}}