{"id":"W4320719349","doi":"10.1089/lgbt.2022.0156","title":"Social Support and Mental Health Among Transgender and Nonbinary Youth in Quebec","year":2023,"lang":"en","type":"article","venue":"LGBT Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research","keywords":"Transgender; Mental health; Transgender Person; Psychology; Sociology; Psychiatry; Gender studies","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":[],"consensus_categories":[],"category_scores_codex":[0.0009686744,0.0002033965,0.0004384324,0.0003333456,0.0005280802,0.00003980703,0.00010439,0.0001640203,0.0001204044],"category_scores_gemma":[0.000005232166,0.0002185855,0.00004773361,0.0004122654,0.0001843056,0.0001413138,0.00004783473,0.0003729797,0.0001106731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345435,"about_ca_system_score_gemma":0.00057523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4153414,"about_ca_topic_score_gemma":0.2525015,"domain_scores_codex":[0.9973552,0.0004175202,0.0005465267,0.0004852726,0.0002038454,0.0009916613],"domain_scores_gemma":[0.9991617,0.00004236424,0.000151007,0.0001860771,0.00001280216,0.000446003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001063161,0.0001980911,0.6633391,0.001697303,0.00002820485,0.00003659215,0.1786477,3.048116e-7,0.000001246525,0.004046916,0.1187995,0.03309872],"study_design_scores_gemma":[0.001605407,0.0003433526,0.9849761,0.0000166613,0.000006905467,0.00001467748,0.008763226,0.00001070886,1.060215e-7,0.0003385821,0.003743593,0.0001806947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353915,0.0009762247,0.000005312959,0.0574778,0.0006561995,0.0006740065,0.000204415,0.0001464064,0.004468101],"genre_scores_gemma":[0.9842018,0.002275858,0.00001612141,0.005583095,0.0003970471,0.00002695435,0.0002176172,0.00004505308,0.007236479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3216369,"threshold_uncertainty_score":0.8913659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07074225439342317,"score_gpt":0.41910436603267,"score_spread":0.3483621116392468,"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."}}