{"id":"W4408733311","doi":"10.1007/s12310-025-09751-4","title":"Promotive Factors and Mental Well-Being Among Transgender and Gender-Diverse Adolescents: A Population-Based Study in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"School Mental Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Learning Partnership; McGill University; University of British Columbia","funders":"Social Sciences and Humanities Research Council","keywords":"Transgender; Mental health; Psychology; Population; Clinical psychology; Medicine; Psychiatry; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002923146,0.0001726357,0.0003297674,0.0001399625,0.0006045412,0.000135511,0.0001058502,0.00008649989,0.000249238],"category_scores_gemma":[0.00001333366,0.0002601057,0.00003077418,0.0002616549,0.00005061392,0.0001510671,0.00004118606,0.0003459305,0.000003157156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272234,"about_ca_system_score_gemma":0.0008096802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9954908,"about_ca_topic_score_gemma":0.9985973,"domain_scores_codex":[0.9977378,0.000435066,0.0004718912,0.0005375526,0.0002651857,0.0005525117],"domain_scores_gemma":[0.999259,0.00002975082,0.000112403,0.0001718717,0.00002156688,0.0004054351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003070312,0.0004485289,0.99107,0.0006447845,0.00003645284,0.00001996364,0.003416801,3.461763e-7,5.058834e-7,0.000007368289,0.003309883,0.001014703],"study_design_scores_gemma":[0.003225384,0.0001684801,0.9829139,0.000121336,0.00001879515,0.000003661599,0.01323551,0.00001069747,2.447931e-7,0.00008864152,0.00003892097,0.0001744807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995101,0.0003848836,0.00000203439,0.0004707815,0.000896891,0.002275892,0.0001711128,0.00003233528,0.0006650151],"genre_scores_gemma":[0.9977764,0.00005583921,0.00001052785,0.001182323,0.00004117304,0.00004438736,0.00008759311,0.00001977597,0.0007819669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009818709,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940094136676911,"score_gpt":0.3280875310238793,"score_spread":0.3086865896571102,"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."}}