{"id":"W2258935567","doi":"10.1089/vid.2014.0023","title":"Single Incision Vasectomy Reversal","year":2014,"lang":"en","type":"article","venue":"Videourology","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Vasectomy; Medicine; Vas deferens; Surgery; Vasectomy reversal; Scrotum; Anastomosis; Anatomy; Fibrous joint; Population","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":[0.0003102071,0.0002637609,0.0006559057,0.0005444114,0.0006828637,0.0005415019,0.0003601767,0.0003839471,0.09238332],"category_scores_gemma":[0.0006832445,0.00009023684,0.0007889968,0.0003354095,0.0002017322,0.0002887609,0.0003778268,0.001125093,0.01259211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472147,"about_ca_system_score_gemma":0.0007417215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103549,"about_ca_topic_score_gemma":0.00271602,"domain_scores_codex":[0.999775,0.00001903738,0.00001492859,0.00004846538,0.00006673892,0.00007583657],"domain_scores_gemma":[0.9996672,0.00006287624,0.00003926695,0.00006746247,0.00002540328,0.0001377554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.003221789,0.003345198,0.007734498,0.0008635037,0.0002503539,0.003383613,0.0001228865,0.0003022614,0.009982793,0.002922782,0.09579353,0.8720768],"study_design_scores_gemma":[0.00252273,0.02851118,0.2455718,0.00187533,0.0003142116,0.085054,0.0006181485,0.001117658,0.01541308,0.005192657,0.6135883,0.0002209269],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2827136,0.02467158,0.01391067,0.008145811,0.008131689,0.002221587,0.009540982,0.003028354,0.6476358],"genre_scores_gemma":[0.7415555,0.01115154,0.008735558,0.004908375,0.002464916,0.0004514157,0.004225582,0.0001882536,0.2263187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09238332,"threshold_uncertainty_score":0.309053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08222175090087831,"score_gpt":0.4271715853635719,"score_spread":0.3449498344626936,"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."}}