{"id":"W3214952802","doi":"10.1007/s10578-021-01289-1","title":"Examining the Mental Health Presentations of Treatment-Seeking Transgender and Gender Nonconforming (TGNC) Youth","year":2021,"lang":"en","type":"article","venue":"Child Psychiatry & Human Development","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"Public Health Agency of Canada","keywords":"Mental health; Transgender; Psychology; Clinical psychology; Depression (economics); Anxiety; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003153685,0.0002763776,0.0003278112,0.0001503514,0.001450929,0.00006126471,0.0001875443,0.00009250047,0.0004972901],"category_scores_gemma":[0.000003922926,0.0002301634,0.00009104785,0.0002209485,0.0001196212,0.0001008945,0.00005510292,0.0002144635,0.00002601802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242791,"about_ca_system_score_gemma":0.0007653264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007399989,"about_ca_topic_score_gemma":0.001580966,"domain_scores_codex":[0.9978344,0.0001956234,0.0007411319,0.0004661397,0.0002332188,0.000529497],"domain_scores_gemma":[0.9990297,0.00003899356,0.0002705982,0.0004257624,0.00004823835,0.0001867315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003260042,0.0006119374,0.6239653,0.0005530707,0.0007442856,0.000003503867,0.3371844,0.000003851772,0.00002201312,0.01439615,0.007434421,0.01504851],"study_design_scores_gemma":[0.002760247,0.0001889854,0.957324,0.00005332487,0.0001071538,0.00009178257,0.02839322,0.000002318338,0.00002632457,0.00041713,0.01030917,0.0003263975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145672,0.00532106,0.0001699685,0.002962469,0.001531244,0.0006098794,0.00003923378,0.00005771365,0.07474121],"genre_scores_gemma":[0.992753,0.0003579985,0.0008856994,0.001292144,0.000438815,0.00005042149,0.0002127333,0.00004370725,0.003965468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3333587,"threshold_uncertainty_score":0.999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064753486356845,"score_gpt":0.373861453833688,"score_spread":0.2673861051980035,"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."}}