{"id":"W3204733094","doi":"10.1542/peds.2020-047266","title":"Transgender Youth Referred to Clinics for Gender-Affirming Medical Care in Canada","year":2021,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Université de Montréal; University of Ottawa; McGill University Health Centre; University of Calgary; Memorial University of Newfoundland; Foothills Medical Centre; Alberta Children's Hospital; Stollery Children's Hospital; Izaak Walton Killam Health Centre; Dalhousie University; BC Children's Hospital; University of British Columbia; University of Alberta; Montreal Children's Hospital; Western University","funders":"Canadian Institutes of Health Research","keywords":"Transgender; Medicine; Gender dysphoria; Referral; Family medicine; Disorders of sex development; Anxiety; Suicidal ideation; Psychiatry; Poison control; Suicide prevention; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003404785,0.0001504203,0.0002780158,0.0001391746,0.00009899437,0.00001820879,0.0002545484,0.0002427163,0.0003124023],"category_scores_gemma":[0.0004770786,0.0001698044,0.0000851923,0.0005216277,0.00001088198,0.00003137647,0.00004349597,0.0003461663,0.00004269728],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004920799,"about_ca_system_score_gemma":0.006517862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.659547,"about_ca_topic_score_gemma":0.9670636,"domain_scores_codex":[0.997852,0.0001370755,0.0005293323,0.0004210804,0.000437477,0.0006230203],"domain_scores_gemma":[0.9986371,0.0003149861,0.00006697738,0.0003483729,0.0001686653,0.0004639465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002174076,0.000242325,0.8197657,0.001889895,0.00004768088,0.0004938545,0.0430034,0.00006477207,7.583074e-7,0.002185272,0.0914438,0.04064512],"study_design_scores_gemma":[0.01274457,0.0004975197,0.6028277,0.00003497408,0.0009335698,0.0001026989,0.09726387,0.0001613263,0.00001368132,0.001763643,0.2812851,0.002371293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663228,0.008329046,0.0009602316,0.003507417,0.006837608,0.0005299923,0.0005411007,0.00004732632,0.01292442],"genre_scores_gemma":[0.9911925,0.000885709,0.000427239,0.003936175,0.002406269,0.00004986319,0.0001649726,0.00004467168,0.0008926605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3075167,"threshold_uncertainty_score":0.9991143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09907464463525704,"score_gpt":0.4022287046004365,"score_spread":0.3031540599651795,"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."}}