{"id":"W4323966599","doi":"10.2196/44292","title":"Evaluating Web-Based Care for Mental Health and Substance Use Issues for Lesbian, Gay, Bisexual, Transgender, Queer, Questioning, and 2-Spirit Youths in the Context of the COVID-19 Pandemic: Community-Based Participatory Research Study","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design; Ontario Tobacco Research Unit; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Transgender; Lesbian; Thematic analysis; Queer; Psychology; Population; Mental health; Health care; Context (archaeology); Homosexuality; Qualitative research; Medicine; Sociology; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.05045026,0.0005704753,0.0007000083,0.001114657,0.005168423,0.003774822,0.002688733,0.001965441,0.004720967],"category_scores_gemma":[0.04750407,0.0005956477,0.001274509,0.001202662,0.003173754,0.002798802,0.00854108,0.001959938,0.0004056469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006018907,"about_ca_system_score_gemma":0.02426526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006808821,"about_ca_topic_score_gemma":0.01935968,"domain_scores_codex":[0.9620502,0.03122657,0.001191573,0.0007412448,0.001852568,0.002937955],"domain_scores_gemma":[0.9702179,0.01901066,0.002115914,0.001565334,0.003057885,0.004032259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001996472,0.02632819,0.03630443,0.007840277,0.0003547697,0.001995585,0.6267765,0.001131751,0.003894706,0.001837379,0.004506343,0.2870336],"study_design_scores_gemma":[0.00260679,0.01676823,0.02856087,0.003846173,0.0004145576,0.0004350758,0.9198965,0.001408444,0.002230382,0.001494063,0.02223758,0.0001012774],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810289,0.0005685778,0.001564615,0.001912577,0.00008308281,0.01039189,0.0002625529,0.00003097962,0.004156911],"genre_scores_gemma":[0.9689484,0.001198918,0.01361699,0.001013905,0.00005165694,0.01384662,0.0002045557,0.00002707047,0.001091879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05045026,"threshold_uncertainty_score":0.2668097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.826723968362745,"score_gpt":0.6802117195564016,"score_spread":0.1465122488063434,"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."}}