{"id":"W3127890283","doi":"10.3390/ijerph18041541","title":"AFFIRM Online: Utilising an Affirmative Cognitive–Behavioural Digital Intervention to Improve Mental Health, Access, and Engagement among LGBTQA+ Youth and Young Adults","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Public Health Agency of Canada","keywords":"Mental health; Psychological intervention; Transgender; Psychology; Clinical psychology; Minority stress; Sexual minority; Sexual orientation; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004579825,0.0002100284,0.0001724686,0.0001765393,0.000270733,0.0002588641,0.0002771074,0.0003256137,0.007244936],"category_scores_gemma":[0.001071287,0.00006970021,0.0002420749,0.00007220199,0.0001646687,0.0002714964,0.0008965783,0.0003201954,0.0003415032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851113,"about_ca_system_score_gemma":0.000396506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009531948,"about_ca_topic_score_gemma":0.003021584,"domain_scores_codex":[0.999842,0.00006869787,0.00000845367,0.00001724713,0.00002569989,0.00003778115],"domain_scores_gemma":[0.9996991,0.0001272887,0.00004165887,0.00001747793,0.00001147156,0.0001029701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007727464,0.04039457,0.01931321,0.001392751,0.0001469739,0.0004138687,0.005990798,0.0007325034,0.01850306,0.001160322,0.006843993,0.8973806],"study_design_scores_gemma":[0.01645332,0.1566679,0.6015852,0.002652955,0.001605053,0.001668021,0.02224275,0.006801222,0.04060913,0.00636082,0.1431433,0.0002102762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923394,0.0001559158,0.0008879637,0.0004345874,0.00007025158,0.0005000275,0.0001448714,0.0001196052,0.005347322],"genre_scores_gemma":[0.9831481,0.0003907186,0.008121409,0.0006185336,0.00005727207,0.001702512,0.0001206284,0.000009212468,0.005831657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007244936,"threshold_uncertainty_score":0.02423674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454229168373678,"score_gpt":0.4743623090656144,"score_spread":0.3289393922282466,"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."}}