{"id":"W4380624795","doi":"10.1136/bmj-2022-073584","title":"Detransition needs further understanding, not controversy","year":2023,"lang":"en","type":"article","venue":"BMJ","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; York University; University of Toronto","funders":"","keywords":"Transgender; Gender dysphoria; Psychological intervention; Health care; Psychology; Medicine; Gender studies; Political science; Sociology; Psychiatry; Law","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":[0.02814977,0.0008450215,0.00180053,0.00209578,0.007802518,0.01504062,0.004057532,0.01315651,0.03411649],"category_scores_gemma":[0.06005406,0.000577262,0.001890272,0.002436853,0.02766152,0.03303023,0.01238071,0.02687578,0.01140808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00922401,"about_ca_system_score_gemma":0.02815479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008838494,"about_ca_topic_score_gemma":0.01307067,"domain_scores_codex":[0.9768817,0.01395163,0.002148959,0.001675784,0.00414472,0.001197322],"domain_scores_gemma":[0.9370893,0.04674464,0.002580106,0.003957595,0.005919263,0.003709021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004454376,0.00005265011,0.000347883,0.003378043,0.00002023698,0.0004936822,0.0264123,0.00005074091,0.0002405548,0.1921588,0.6515586,0.1252419],"study_design_scores_gemma":[0.000009068771,0.00001469425,0.0001653893,0.007709826,0.000006964058,0.0002272379,0.009392205,0.00001971086,0.00005331212,0.04061912,0.9417634,0.0000189664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006030658,0.03883521,0.00141442,0.9037487,0.01951298,0.00008910592,0.0001802925,0.00006034041,0.03555589],"genre_scores_gemma":[0.02562674,0.09191129,0.006407295,0.8197858,0.02058093,0.0009238276,0.0004983747,0.0003998451,0.03386595],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03411649,"threshold_uncertainty_score":0.148872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245628069236605,"score_gpt":0.412128402256749,"score_spread":0.2875655953330885,"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."}}