{"id":"W2898962852","doi":"10.3390/ijerph15112447","title":"A Media-Based School Intervention to Reduce Sexual Orientation Prejudice and Its Relationship to Discrimination, Bullying, and the Mental Health of Lesbian, Gay, and Bisexual Adolescents in Western Canada: A Population-Based Evaluation","year":2018,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Sexual orientation; Lesbian; Psychology; Sexual minority; Mental health; Prejudice (legal term); Psychological intervention; Minority stress; Transgender; Population; Youth Risk Behavior Survey; Clinical psychology; Developmental psychology; Social psychology; Poison control; Suicide prevention; Demography; Medicine; Psychiatry; Sociology","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":[0.005842001,0.0001149683,0.0002136181,0.0007142023,0.0002824789,0.0000985829,0.0001740791,0.00005302674,0.00006885109],"category_scores_gemma":[0.001227186,0.0001006692,0.00001707062,0.0002231026,0.0001874436,0.0002828271,0.00008533944,0.0003035892,0.000002676724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108427,"about_ca_system_score_gemma":0.001064885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.162184,"about_ca_topic_score_gemma":0.2538398,"domain_scores_codex":[0.9959557,0.001382197,0.0007765995,0.0002754851,0.001276841,0.0003331933],"domain_scores_gemma":[0.998228,0.0003800561,0.0004061656,0.0001095799,0.0002576997,0.0006185331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001022543,0.0003921729,0.9467809,0.000162908,0.00002912182,0.000002136006,0.005035274,0.000008346885,0.00002909912,0.0005772515,0.000980726,0.04497956],"study_design_scores_gemma":[0.004015811,0.0008972209,0.9913788,0.0001845279,0.000005327836,0.00002913971,0.00259836,0.0003987929,0.000003740244,0.0001931508,0.0002257988,0.00006933793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391279,0.001000035,0.0001797568,0.05835528,0.0003479063,0.0008417705,0.0001218964,0.00000233598,0.00002312425],"genre_scores_gemma":[0.99803,0.0001365227,0.00008592782,0.001330378,0.000212314,0.00003289612,0.00007953844,0.00001194284,0.00008049975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09165587,"threshold_uncertainty_score":0.8433951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594342170466359,"score_gpt":0.4952566064345669,"score_spread":0.335822389387931,"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."}}