{"id":"W4315628828","doi":"10.1101/2023.01.09.23284380","title":"Effectiveness of an eHealth Intervention for Reducing Psychological Distress and Increasing COVID-19 Knowledge and Protective Behaviors among Ethnoracially Diverse Sexual and Gender Minority Adults: A Quasi-experimental Study (#SafeHandsSafeHearts)","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health In Women's Hands; The Scarborough Hospital; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Transgender; Sexual minority; Psychosocial; Intervention (counseling); Clinical psychology; Distress; Lesbian; Minority stress; Psychology; Health equity; Medicine; Sexual orientation; Public health; Psychiatry; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002064584,0.0006909921,0.0007827373,0.0004115102,0.001281851,0.0004981438,0.0009225888,0.0008462694,0.004828672],"category_scores_gemma":[0.00277397,0.0004326296,0.0009654334,0.000258971,0.0007749522,0.0005509502,0.0006444366,0.0008539403,0.0002839399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411729,"about_ca_system_score_gemma":0.005939681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04702229,"about_ca_topic_score_gemma":0.08538029,"domain_scores_codex":[0.9986991,0.0004910029,0.0001186586,0.0001744759,0.0001965656,0.0003201605],"domain_scores_gemma":[0.9986846,0.0004607453,0.0002147935,0.00008070126,0.0001648817,0.0003942993],"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":[0.07550081,0.6864018,0.01638271,0.002394079,0.0005218411,0.0002415724,0.007261773,0.0008417288,0.009792312,0.000276451,0.001749125,0.1986357],"study_design_scores_gemma":[0.1149592,0.6960088,0.1747579,0.0003904125,0.0007934676,0.00005546356,0.002794699,0.001378158,0.005141101,0.0002145027,0.003412323,0.0000940759],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940265,0.00007102157,0.0001253845,0.00007343897,0.00002821408,0.004810287,0.0001776893,0.00001702779,0.0006703209],"genre_scores_gemma":[0.9790134,0.0002633196,0.003177539,0.0002578702,0.0000905377,0.01462357,0.000225087,0.000004713555,0.002343983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04702229,"threshold_uncertainty_score":0.09349716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117371753408254,"score_gpt":0.4762006912488567,"score_spread":0.3644635159080313,"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."}}