{"id":"W3212586602","doi":"10.54434/candj.19","title":"Mental Health Care for Youth and Adolescents who Identify as LGTBQ","year":2019,"lang":"en","type":"article","venue":"CAND Journal","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lesbian; Sexual orientation; Transgender; Mental health; Psychology; Population; Homosexuality; Clinical psychology; Social psychology; Gender studies; Medicine; Psychiatry; Sociology; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002678023,0.0001240831,0.0002358005,0.0001170509,0.0004166264,0.0001207026,0.0001329615,0.00009108809,0.0003004028],"category_scores_gemma":[0.00001150707,0.0001131971,0.0000855914,0.00005497322,0.00004890161,0.0001126448,0.00002729985,0.0002871302,0.0001776058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543934,"about_ca_system_score_gemma":0.0002506599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902357,"about_ca_topic_score_gemma":0.0003209781,"domain_scores_codex":[0.9987959,0.0000981156,0.0002911062,0.0001997454,0.0001606473,0.0004545222],"domain_scores_gemma":[0.9991866,0.00001254916,0.0001828699,0.0001576599,0.00007478098,0.0003855905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004087255,0.00009581406,0.7157376,0.001232553,0.00009295645,0.00001247682,0.05778575,3.849522e-7,0.00002432815,0.0009063458,0.2011892,0.02251383],"study_design_scores_gemma":[0.01360495,0.001630922,0.8016213,0.0004856896,0.0001263799,0.001160473,0.0337936,0.000005014676,0.00001273427,0.0009705448,0.1460258,0.0005625518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778602,0.009255081,0.00002199645,0.002615935,0.004196718,0.0004446166,0.0001584077,0.00001419211,0.005432821],"genre_scores_gemma":[0.9856312,0.0009958668,0.00002029467,0.002353976,0.001215915,0.000003790292,0.00002320129,0.00002627778,0.009729437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08588372,"threshold_uncertainty_score":0.4616044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526968283801707,"score_gpt":0.3980863784760146,"score_spread":0.3728166956379975,"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."}}