{"id":"W4414239184","doi":"10.2196/83928","title":"Mental Health, Gender Dysphoria, and Quality of Life in Trans Individuals Following Top Surgery: A Prospective Cohort Study Protocol (Preprint)","year":2025,"lang":"en","type":"preprint","venue":"JMIR Research Protocols","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prospective cohort study; Quality of life (healthcare); Thematic analysis; Longitudinal study; Cohort study; Protocol (science); Cohort; Mental health; Repeated measures design; Psychological intervention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01221727,0.00191419,0.002043707,0.002148364,0.003634914,0.002188754,0.002154794,0.002418556,0.02758109],"category_scores_gemma":[0.009038131,0.002590495,0.001980156,0.001715514,0.0009730445,0.00245485,0.001603487,0.002794023,0.01129261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00225616,"about_ca_system_score_gemma":0.01144045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006937663,"about_ca_topic_score_gemma":0.01343045,"domain_scores_codex":[0.9962999,0.001300181,0.0007043938,0.0005627975,0.0005952427,0.0005374006],"domain_scores_gemma":[0.9944864,0.000548216,0.0008264781,0.0007835313,0.002336423,0.00101897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.08523023,0.04211365,0.3051119,0.03920148,0.001603122,0.005721264,0.015886,0.002955525,0.008447569,0.01259341,0.3440244,0.1371115],"study_design_scores_gemma":[0.04769887,0.05147626,0.6118512,0.01875759,0.00104592,0.002372521,0.01654956,0.003762714,0.003074179,0.005558751,0.2370533,0.0007991524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04153612,0.0005250938,0.003069477,0.0008503303,0.0004055664,0.923604,0.02654566,0.0001057256,0.003358128],"genre_scores_gemma":[0.01849838,0.0003832242,0.003593961,0.0009069355,0.0000999457,0.9692034,0.005641593,0.0000132979,0.001659231],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02758109,"threshold_uncertainty_score":0.09226793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3433793094674721,"score_gpt":0.6245257616551533,"score_spread":0.2811464521876811,"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."}}