{"id":"W4406785952","doi":"10.1136/archdischild-2024-327909","title":"Puberty blockers for gender dysphoria in youth: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Archives of Disease in Childhood","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Medical Research Group; McMaster University; Impact","funders":"","keywords":"Medicine; Gender dysphoria; Meta-analysis; Clinical psychology; Gender identity; Psychiatry; Internal medicine","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":[0.008991358,0.001971089,0.01550165,0.004796986,0.0007178939,0.003178796,0.00192503,0.002319263,0.005079827],"category_scores_gemma":[0.02486468,0.001169633,0.02531706,0.004498538,0.0006345063,0.001868691,0.001394109,0.001845072,0.0002926901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725896,"about_ca_system_score_gemma":0.00466889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006152245,"about_ca_topic_score_gemma":0.01556103,"domain_scores_codex":[0.9944319,0.00232215,0.001791219,0.0004986578,0.0007089752,0.0002470809],"domain_scores_gemma":[0.9857027,0.0105439,0.002404241,0.0002505495,0.0008912875,0.0002072868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001804957,0.00004989895,0.001684413,0.8266979,0.1450212,0.0001059779,0.0001137612,0.0002134742,0.0001630073,0.0001247233,0.0006937525,0.02332695],"study_design_scores_gemma":[0.001309933,0.0006463707,0.005283976,0.2165289,0.7708002,0.0001917549,0.0001345375,0.0001686489,0.0001662956,0.0002277456,0.004502953,0.00003871888],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002153888,0.9967456,0.0001465771,0.0001253708,0.00008417044,0.000301292,0.0002315598,0.00001148904,0.000199981],"genre_scores_gemma":[0.05624563,0.9402921,0.001138912,0.0006666472,0.0001810551,0.0009341804,0.0003454161,0.00001263959,0.0001834643],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01550165,"threshold_uncertainty_score":0.04755145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0896860706276971,"score_gpt":0.4080628779693768,"score_spread":0.3183768073416797,"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."}}