{"id":"W2942091186","doi":"10.1016/j.ecl.2019.01.001","title":"Size and Distribution of Transgender and Gender Nonconforming Populations","year":2019,"lang":"en","type":"article","venue":"Endocrinology and Metabolism Clinics of North America","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":220,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transgender; Demography; Gender identity; Population; Medicine; Geography; Sociology; Gender studies","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":[0.0008806264,0.0001534454,0.0002655149,0.001992559,0.0009014622,0.001094052,0.0008671419,0.0004911188,0.01197909],"category_scores_gemma":[0.00504444,0.0001904509,0.0002632868,0.001090358,0.0007742436,0.001231702,0.001480696,0.0006190567,0.0009926528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006120618,"about_ca_system_score_gemma":0.0006395747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01579202,"about_ca_topic_score_gemma":0.01588283,"domain_scores_codex":[0.9991117,0.0002507291,0.00007710205,0.0002167352,0.0001146286,0.0002291749],"domain_scores_gemma":[0.997883,0.0006510831,0.0004546268,0.0001556945,0.0003191739,0.0005363545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005996461,0.000168274,0.9770264,0.00002874392,0.000046211,0.0002951568,0.005686769,0.00006052301,0.00124598,0.0007956469,0.001188346,0.01285826],"study_design_scores_gemma":[0.00001292369,0.0001286541,0.9837647,0.00001776416,0.00001397173,0.0006565743,0.0137864,0.0001970057,0.0001478719,0.000310516,0.0009529659,0.0000106649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9961601,0.0003217659,0.0001162369,0.0003310816,0.0000110586,0.00002592148,0.0007193368,0.000007513549,0.002307016],"genre_scores_gemma":[0.9985577,0.0001722607,0.00004730032,0.000114992,0.00001476374,0.00002816233,0.000254421,0.000006034531,0.0008043912],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01579202,"threshold_uncertainty_score":0.04007399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.048931558914161,"score_gpt":0.370906589094451,"score_spread":0.3219750301802899,"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."}}