{"id":"W2507253744","doi":"10.5489/cuaj.4017","title":"CUA guideline:Vasectomy","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University","funders":"","keywords":"Vasectomy; Medicine; Guideline; Family planning; Vasovasostomy; Semen analysis; Vasectomy reversal; Gynecology; Semen; Obstetrics; General surgery; Population; Infertility; Andrology; Research methodology; Pregnancy","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":[0.002552059,0.0009367968,0.001627722,0.002901299,0.001126789,0.002283858,0.003324178,0.006416571,0.02393347],"category_scores_gemma":[0.01277536,0.0006655796,0.002421145,0.002432023,0.0008601164,0.001522097,0.001407533,0.004014081,0.01364876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004958258,"about_ca_system_score_gemma":0.01720853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07227477,"about_ca_topic_score_gemma":0.1204444,"domain_scores_codex":[0.9958854,0.0009792838,0.0009111657,0.0001933498,0.001721504,0.0003092648],"domain_scores_gemma":[0.9902357,0.001927206,0.000990766,0.0001928131,0.006091107,0.0005622728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001890678,0.00002533851,0.0001760632,0.002942794,0.00002277568,0.0001472027,0.00005664345,0.000117538,0.00009152332,0.001610122,0.9319693,0.06282178],"study_design_scores_gemma":[0.0001226178,0.00002435192,0.001480549,0.01810537,0.00006789,0.0005886883,0.00004818127,0.00008605106,0.00008019395,0.001353694,0.9780229,0.00001947141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001472462,0.2838121,0.007776504,0.2062408,0.02034898,0.008328293,0.02677886,0.001373112,0.4438688],"genre_scores_gemma":[0.01372688,0.4510381,0.04750258,0.2449047,0.01100602,0.01039514,0.05037823,0.0005271959,0.1705212],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07227477,"threshold_uncertainty_score":0.1437082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0554292161915828,"score_gpt":0.3829478494529696,"score_spread":0.3275186332613868,"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."}}