{"id":"W4210354261","doi":"10.1136/bmjopen-2021-054596","title":"Relationship between sociodemographics, healthcare providers’ competence and healthcare access among two-spirit, gay, bisexual, queer and other men who have sex with men in Manitoba: results from a community-based cross-sectional study","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Community Based Research Centre; Manitoba Health; Winnipeg Regional Health Authority; University of Victoria; Impact; Nine Circles Community Health Centre; Government of Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research; Winnipeg Foundation; Manitoba Medical Service Foundation","keywords":"Health care; Medicine; Cross-sectional study; Competence (human resources); Logistic regression; Gerontology; Odds; Family medicine; Odds ratio; Multivariate analysis; Demography; Psychology; Sociology; 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":[0.0006215504,0.0002517279,0.0002347429,0.0007240267,0.0008139845,0.0007587547,0.0004324043,0.0003439386,0.001384517],"category_scores_gemma":[0.001613522,0.0003684949,0.0003583333,0.001101033,0.0004913594,0.000332911,0.0006333463,0.0005091303,0.0001445253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117057,"about_ca_system_score_gemma":0.001640146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4605303,"about_ca_topic_score_gemma":0.6472431,"domain_scores_codex":[0.9997103,0.00007368659,0.00002278515,0.0000455004,0.00007987901,0.00006787245],"domain_scores_gemma":[0.9989238,0.0001531447,0.0003841281,0.0000480142,0.0002011926,0.0002895439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007841015,0.00002252361,0.9992712,0.000004354845,0.0000202661,0.00001547187,0.000309125,0.000008409118,0.00004479974,0.000004292778,0.00003238291,0.0002593489],"study_design_scores_gemma":[0.000001695165,0.0000224528,0.9988701,0.000006753663,0.00001060678,0.00002484464,0.0009400685,0.00003856407,0.00001202351,0.000003442506,0.00006793685,0.000001430921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994391,0.00008749468,0.00001992099,0.0000427979,0.000001810694,0.000009848316,0.0002102482,0.000001009417,0.0001877236],"genre_scores_gemma":[0.9993905,0.0001055265,0.00005392237,0.00004436468,0.000003000317,0.00001049779,0.0001976746,6.836568e-7,0.0001938156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5394697,"threshold_uncertainty_score":0.9156994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3520899720854845,"score_gpt":0.512055477651469,"score_spread":0.1599655055659844,"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."}}