{"id":"W4396918704","doi":"10.2196/56198","title":"An Internet-Based Intervention to Increase the Ability of Lesbian, Gay, and Bisexual People to Cope With Adverse Events: Single-Group Feasibility Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lesbian; Transgender; Minority stress; Clinical psychology; Psychology; Intervention (counseling); Operationalization; Homosexuality; Sexual minority; Coping (psychology); Mental health; Social support; Medicine; Psychiatry; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003400469,0.001189878,0.001105921,0.001148659,0.001119187,0.000634234,0.00120961,0.001587932,0.004515075],"category_scores_gemma":[0.00341231,0.0006353281,0.001100135,0.0004527701,0.000765025,0.000977995,0.001223945,0.001157565,0.0005672778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005627978,"about_ca_system_score_gemma":0.00206393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092682,"about_ca_topic_score_gemma":0.002738138,"domain_scores_codex":[0.998051,0.001054574,0.000155966,0.0001996944,0.0002145144,0.0003242328],"domain_scores_gemma":[0.9975236,0.0008144651,0.0003028093,0.0002466127,0.0002253107,0.0008872427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0766745,0.7883272,0.008854221,0.001297249,0.0003509158,0.0003374919,0.002074552,0.000589172,0.0100377,0.0001193712,0.0005964439,0.1107411],"study_design_scores_gemma":[0.131383,0.7974526,0.06402175,0.0001347749,0.0003207279,0.0001592384,0.001065433,0.001085481,0.003079682,0.0001375171,0.001107439,0.00005236089],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926527,0.00004297646,0.0003766363,0.00007249731,0.00002571764,0.006241894,0.0001276002,0.00004044722,0.0004195894],"genre_scores_gemma":[0.9695574,0.0002780872,0.006924192,0.0002888383,0.0001037265,0.02155683,0.0003549178,0.00001272326,0.0009232634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004515075,"threshold_uncertainty_score":0.01798362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143927247133723,"score_gpt":0.519037794288191,"score_spread":0.375110547154468,"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."}}