{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004001144,0.00009674818,0.0001694319,0.0003779772,0.002648607,0.0009559714,0.0003978416,0.001139271,0.01876942],"category_scores_gemma":[0.001993824,0.0001712935,0.0002345107,0.0002533752,0.0005517579,0.0006497796,0.001817897,0.001825943,0.001178313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097296,"about_ca_system_score_gemma":0.004538451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01381602,"about_ca_topic_score_gemma":0.06831061,"domain_scores_codex":[0.9996471,0.0001054852,0.00001800255,0.0000158579,0.00003990871,0.0001735949],"domain_scores_gemma":[0.9984192,0.0001323643,0.0001955126,0.00002472128,0.0001026338,0.001125626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001523302,0.001150149,0.293738,0.0007572528,0.00007334651,0.005113738,0.01278866,0.0001507442,0.001365163,0.005744792,0.4464247,0.232541],"study_design_scores_gemma":[0.0004920714,0.001205673,0.4621453,0.006837898,0.0001757534,0.008426305,0.0890956,0.0008340093,0.001047306,0.011565,0.4181122,0.00006304541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4578973,0.02162802,0.0007871321,0.3688916,0.003370165,0.000440779,0.000841715,0.0001696402,0.1459737],"genre_scores_gemma":[0.8623243,0.02768509,0.002498408,0.06456699,0.002294271,0.0005546231,0.0005080973,0.00005564716,0.03951263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01876942,"threshold_uncertainty_score":0.06278992,"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."}}