{"id":"W2896656836","doi":"10.1176/appi.ps.201800232","title":"Affirming Gender Identity of Patients With Serious Mental Illness","year":2018,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Transgender; Mental illness; Gender dysphoria; Dysphoria; Mental health; Psychiatry; Population; Gender identity; Medicine; Psychology; Clinical psychology; Social psychology; Anxiety","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":[0.003146477,0.0001297755,0.0002524694,0.0004209763,0.003648257,0.002001036,0.0003017589,0.001054912,0.003475379],"category_scores_gemma":[0.0143766,0.00009821584,0.0002430319,0.0002478638,0.002591017,0.001739984,0.003403353,0.002095007,0.0003153879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358672,"about_ca_system_score_gemma":0.003603668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697024,"about_ca_topic_score_gemma":0.00966456,"domain_scores_codex":[0.9976743,0.0015861,0.0000806493,0.00005933219,0.0002128863,0.0003867381],"domain_scores_gemma":[0.9965706,0.001227328,0.0007731036,0.0001086593,0.0003515495,0.0009687805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000396617,0.0006617761,0.2684075,0.0005357841,0.00005845249,0.003368724,0.3443469,0.0001780845,0.002765893,0.02246094,0.03664521,0.3201741],"study_design_scores_gemma":[0.00007417378,0.0009209283,0.1092528,0.001754729,0.00006172524,0.00509594,0.7727918,0.0003277365,0.001134793,0.02189047,0.08661596,0.0000789837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8623552,0.00425261,0.000643872,0.09303461,0.0007871088,0.00006544591,0.00004422856,0.00001498963,0.03880195],"genre_scores_gemma":[0.9883526,0.002366157,0.0002881279,0.007542315,0.0001386051,0.00002004294,0.00001660246,0.000003440591,0.00127221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003697024,"threshold_uncertainty_score":0.01664042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205955444979163,"score_gpt":0.3205801719190406,"score_spread":0.308520617469249,"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."}}