{"id":"W4285107173","doi":"10.20517/2347-9264.2021.110","title":"Strategies to prevent and mitigate common complications in gender affirming penile inversion vaginoplasty","year":2022,"lang":"en","type":"article","venue":"Plastic and Aesthetic Research","topic":"Sexual Differentiation and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Computer Research Institute of Montréal; Quebec Labrador Foundation","funders":"","keywords":"Medicine; Vaginoplasty; Cosmesis; Surgery; Boom; General surgery; Vagina","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":[0.001688792,0.0005489984,0.0006141409,0.001115806,0.0007949383,0.001411538,0.0007294366,0.001208263,0.004164436],"category_scores_gemma":[0.003139397,0.000122963,0.0007637598,0.0003054077,0.0006913263,0.001341513,0.000936195,0.002198691,0.0008412204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003668958,"about_ca_system_score_gemma":0.001404269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005934293,"about_ca_topic_score_gemma":0.001256166,"domain_scores_codex":[0.9993873,0.0001968898,0.00007357881,0.00005425485,0.0002039187,0.00008397179],"domain_scores_gemma":[0.9989801,0.0004410927,0.0002261088,0.00004431049,0.0001857609,0.0001225519],"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":[0.0002925961,0.0004026244,0.0119976,0.004741936,0.0001683908,0.008218667,0.0007232031,0.0009018463,0.008176116,0.009492441,0.02056451,0.93432],"study_design_scores_gemma":[0.0001874531,0.002615832,0.05089386,0.01724159,0.0009211018,0.1143054,0.00592944,0.002859825,0.01805431,0.03431143,0.7524137,0.0002661597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06780244,0.7753261,0.05347109,0.05415313,0.005390163,0.0004066553,0.0002005965,0.0006002655,0.04264957],"genre_scores_gemma":[0.3339079,0.5644315,0.06064702,0.01706415,0.007760007,0.0004745482,0.0004691958,0.0001475565,0.01509818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004164436,"threshold_uncertainty_score":0.01393139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04936355418947222,"score_gpt":0.3468120589344735,"score_spread":0.2974485047450013,"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."}}