{"id":"W4383067467","doi":"10.1186/s12889-023-16205-6","title":"“The thing I’m missing the most is just being around other queer people”: critical analysis of the impacts of the COVID-19 pandemic on mental health of two-spirit, gay, bisexual, and queer men’s communities in Manitoba, Canada","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Thematic analysis; Public health; Social isolation; Queer; Transgender; Pandemic; Minority stress; Medicine; Social distance; Sexual orientation; Gerontology; Gender studies; Sociology; Qualitative research; Sexual minority; Coronavirus disease 2019 (COVID-19); Psychiatry; Nursing; Social science","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":[0.01251778,0.0009036917,0.0007082054,0.002341062,0.05315041,0.009615118,0.004183209,0.00295982,0.002705339],"category_scores_gemma":[0.01553689,0.0006208038,0.0005258662,0.003085044,0.03142779,0.004525675,0.007999123,0.008274305,0.0001789334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1012038,"about_ca_system_score_gemma":0.139341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8994169,"about_ca_topic_score_gemma":0.9571816,"domain_scores_codex":[0.9919916,0.004419379,0.0001390034,0.0004107171,0.001047499,0.001991913],"domain_scores_gemma":[0.9859153,0.005776944,0.0007967348,0.0003707767,0.00430011,0.002840118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009724029,0.000008044884,0.001824679,0.00007123441,0.000004292888,0.000536153,0.9911004,0.00001874252,0.0001251936,0.001575762,0.002736064,0.001989732],"study_design_scores_gemma":[4.59512e-7,0.000002593332,0.0007929014,0.00006996533,0.000002126362,0.00002721268,0.9932925,0.000009684582,0.00002736341,0.0001053553,0.005666386,0.00000348512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.832781,0.006780757,0.001757264,0.1116332,0.001533369,0.0007142556,0.0005196761,0.00004843468,0.04423194],"genre_scores_gemma":[0.9782858,0.003600913,0.0007216464,0.01096887,0.000167804,0.0001705199,0.0001193135,0.00005783285,0.005907345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012038,"threshold_uncertainty_score":0.7342882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967888449775144,"score_gpt":0.4512661482254757,"score_spread":0.2544773032479614,"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."}}