{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002174493,0.00006596446,0.0000695628,0.0001363799,0.0002472539,0.00004423224,0.00008868179,0.00002562518,0.0000358255],"category_scores_gemma":[0.00002972949,0.00006619521,0.00001048606,0.0001542446,0.00007967768,0.000004009922,0.0002891677,0.000132368,0.000004802114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001331128,"about_ca_system_score_gemma":0.00005202791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005320844,"about_ca_topic_score_gemma":0.00006212081,"domain_scores_codex":[0.999135,0.0001536549,0.0001002457,0.0002387549,0.0001819508,0.0001903809],"domain_scores_gemma":[0.9997032,0.00004715167,0.00001483731,0.0001152884,0.00002692628,0.00009262701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001779248,0.004136084,0.2385602,0.0005900661,0.0001087965,0.00006242904,0.0178406,0.01422988,0.5710284,0.05949127,0.03472465,0.05744838],"study_design_scores_gemma":[0.006487598,0.004930214,0.6507886,0.0000945366,0.00004925443,0.0002787777,0.1027438,0.02472812,0.01342467,0.01542381,0.1793861,0.001664539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976075,0.0003203879,0.0003129441,0.000454404,0.00002859042,0.000201369,0.00001152618,0.000004583647,0.001058745],"genre_scores_gemma":[0.9994726,0.00003966169,0.00006543701,0.00009052506,0.000005842738,0.00008372113,0.00007721275,0.000007105198,0.000157889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5576037,"threshold_uncertainty_score":0.2699362,"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."}}