{"id":"W4285040108","doi":"10.1089/ten.teb.2022.0067","title":"Tissue Engineering Neovagina for Vaginoplasty in Mayer–Rokitansky–Küster–Hauser Syndrome and Gender Dysphoria Patients: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Tissue Engineering Part B Reviews","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaginoplasty; Medicine; Checklist; Gender dysphoria; MEDLINE; Inclusion and exclusion criteria; Vagina; Gynecology; Surgery; Transgender; Pathology; Biology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009511607,0.001243089,0.007538042,0.0003682135,0.00007073025,0.00004527739,0.0003249209,0.0003214283,0.0003897016],"category_scores_gemma":[0.001084009,0.00093847,0.0005454658,0.0007571536,0.00002066,0.0001219059,0.0001895819,0.0007487925,0.0001569341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481243,"about_ca_system_score_gemma":0.00006033334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005423733,"about_ca_topic_score_gemma":8.815848e-7,"domain_scores_codex":[0.9952094,0.0002166333,0.002317912,0.001039929,0.000411375,0.000804772],"domain_scores_gemma":[0.9976575,0.0004180707,0.0005412044,0.001007392,0.00004367856,0.0003321731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003763772,0.0001826926,0.00001216135,0.9344506,0.0004106149,0.0001795652,0.00003722766,0.000006572489,2.19327e-7,0.0000389009,0.000874291,0.06380339],"study_design_scores_gemma":[0.0005892409,0.0003913855,0.00001754354,0.2525859,0.004790624,0.0003049903,0.000001201674,0.00002737413,1.647657e-7,0.000002196099,0.740719,0.0005703228],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001209476,0.9816823,0.0003517005,0.00002728737,0.0006158946,0.01700086,0.0001114056,0.000146037,0.00005243783],"genre_scores_gemma":[0.00001209775,0.9863686,0.001069405,0.0001307077,0.00007897421,0.01072878,0.0006873409,0.0002284912,0.0006955989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7398447,"threshold_uncertainty_score":0.9993066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06228925393643281,"score_gpt":0.3230731032663857,"score_spread":0.2607838493299529,"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."}}