{"id":"W4200344759","doi":"10.1176/appi.ps.202100306","title":"Characteristics of Transgender Individuals With Emergency Department Visits and Hospitalizations for Mental Health","year":2021,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Transgender; Mental health; Emergency department; Medicine; Mood; Population; Psychiatry; Residence; Gerontology; Demography; Psychology; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002495764,0.0001160156,0.0001264646,0.0004726104,0.0004955506,0.0004099958,0.000145711,0.0002169133,0.002061661],"category_scores_gemma":[0.001093481,0.00008357434,0.0002251592,0.0004323646,0.0001665019,0.0002461376,0.0003544487,0.0002406695,0.000160272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694727,"about_ca_system_score_gemma":0.0003489439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031615,"about_ca_topic_score_gemma":0.01892837,"domain_scores_codex":[0.9998296,0.00003248188,0.00002270104,0.00003556719,0.00003168384,0.0000479695],"domain_scores_gemma":[0.9995442,0.00003517202,0.000256541,0.00001721539,0.00005115923,0.00009566821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002870979,0.00002439872,0.9983616,0.000006516264,0.00001296062,0.00009286744,0.0002198427,0.0000103925,0.0001465405,0.00001208303,0.0001004533,0.0009836447],"study_design_scores_gemma":[0.000003198796,0.00005801656,0.9976374,0.00001208186,0.000009690806,0.0004907604,0.001490461,0.00004162576,0.00004494594,0.00001501494,0.0001941558,0.000002568656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994749,0.00006013511,0.00001909183,0.0000299472,0.000003405544,0.000004164339,0.0001312615,9.797432e-7,0.0002760728],"genre_scores_gemma":[0.9996172,0.000057378,0.00002724302,0.00003562236,0.000003456065,0.000004952086,0.0001385166,4.558307e-7,0.0001151037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01031615,"threshold_uncertainty_score":0.02051216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545407121868966,"score_gpt":0.3374166574804969,"score_spread":0.3219625862618072,"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."}}