{"id":"W1935831795","doi":"10.5489/cuaj.11064","title":"Varicocele surgery or embolization: Which is better?","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Varicocele; Embolization; Medicine; Surgery; Radiology; Infertility; Pregnancy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002165216,0.0005789751,0.002556677,0.002690742,0.0004538582,0.002069216,0.0007190288,0.001770639,0.01099583],"category_scores_gemma":[0.008265424,0.000263084,0.001060278,0.003278072,0.001684583,0.004509287,0.0004779199,0.001980977,0.002005251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007575232,"about_ca_system_score_gemma":0.001477223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241676,"about_ca_topic_score_gemma":0.002371826,"domain_scores_codex":[0.9992328,0.0001945614,0.0001940078,0.0001491625,0.0001552742,0.00007414895],"domain_scores_gemma":[0.9958282,0.002089991,0.001035712,0.00008000535,0.0006879822,0.0002780365],"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":[0.0005922929,0.0001795167,0.03483824,0.02159535,0.0007659265,0.003265619,0.0003630892,0.0003198354,0.0007218045,0.003235867,0.06556927,0.8685532],"study_design_scores_gemma":[0.0004544057,0.001159357,0.1207175,0.123749,0.004125408,0.08473447,0.0121725,0.001235301,0.002275961,0.03625186,0.6126685,0.0004556768],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005961244,0.9572428,0.0006709938,0.0308221,0.002483029,0.00001069138,0.0001333958,0.00004440864,0.002631241],"genre_scores_gemma":[0.04808836,0.9307879,0.001288174,0.01094203,0.007360814,0.0000172251,0.0002530093,0.00004540482,0.001217071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01099583,"threshold_uncertainty_score":0.03678471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04882297456137775,"score_gpt":0.24132024401455,"score_spread":0.1924972694531722,"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."}}