{"id":"W3197809386","doi":"10.1542/peds.2020-039339","title":"Pubertal Suppression, Bone Mass, and Body Composition in Youth With Gender Dysphoria","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Bone mineral; Gender dysphoria; Transgender; Bone density; Endocrinology; Transgender women; Dual-energy X-ray absorptiometry; Internal medicine; Gynecology; Osteoporosis; Psychology; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001327702,0.0001207766,0.000168372,0.000112097,0.00009336515,0.00004862609,0.00006226063,0.0001484725,0.0003141788],"category_scores_gemma":[0.00002449974,0.0001129799,0.00002326937,0.0003504502,0.00003348754,0.0001151174,0.00003704767,0.0002409007,0.00007114803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004108755,"about_ca_system_score_gemma":0.0001134222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151626,"about_ca_topic_score_gemma":0.0002124021,"domain_scores_codex":[0.9988434,0.0001339479,0.0002272928,0.0002974059,0.0001769502,0.0003210412],"domain_scores_gemma":[0.9994324,0.00007100811,0.00007363898,0.0002296442,0.00007342273,0.0001198651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021357,0.0002376368,0.9724685,0.0002405299,0.00001378416,0.0001679039,0.004023034,0.000003252716,0.000101793,0.003576007,0.01890987,0.0001555341],"study_design_scores_gemma":[0.002875215,0.0001262146,0.9898059,0.0000078881,0.0002335983,0.0001567144,0.001066402,0.0000171989,0.00004208978,0.003108391,0.002187514,0.0003728179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707348,0.003270467,0.000242865,0.000658689,0.0009413242,0.0001387439,0.00007766866,0.00003562742,0.02389978],"genre_scores_gemma":[0.9948649,0.001098283,0.0004378575,0.0002530828,0.0009497969,0.0000106643,0.0001805522,0.00002447748,0.002180353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0241301,"threshold_uncertainty_score":0.4607186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417333667905329,"score_gpt":0.308588742017615,"score_spread":0.2844154053385617,"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."}}