{"id":"W4294739139","doi":"10.14293/s2199-1006.1.sor-.pp2kzvj.v1","title":"Barriers to PrEP Uptake in Two Spirit, Gay, Bisexual, Trans and Queer Men, and Non-Binary People in Canada","year":2022,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; St. Michael's Hospital; Simon Fraser University; University of Victoria","funders":"","keywords":"Demography; Transgender; Men who have sex with men; Sexual orientation; Sexual minority; Indigenous; Population; Sexual identity; Gender studies; Lesbian; Health equity; Psychology; Medicine; Gerontology; Human immunodeficiency virus (HIV); Social psychology; Human sexuality; Sociology; Family medicine; Public health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001120303,0.0003085316,0.0004123181,0.0008428206,0.003783176,0.001360435,0.001049037,0.000319516,0.001625096],"category_scores_gemma":[0.002900936,0.0003213174,0.0005664952,0.002244591,0.001085353,0.0004303881,0.00146293,0.0009110656,0.000138425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01922723,"about_ca_system_score_gemma":0.0373242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953766,"about_ca_topic_score_gemma":0.9972146,"domain_scores_codex":[0.9988998,0.0001056421,0.00005422436,0.0001516189,0.0003124425,0.0004762894],"domain_scores_gemma":[0.9982309,0.0001495181,0.000392009,0.00005365345,0.0005368071,0.0006372323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009576231,0.00005207098,0.9828274,0.00007475771,0.00004642914,0.00009252507,0.006322251,0.0000956943,0.0001271096,0.0002348345,0.0009397815,0.009091295],"study_design_scores_gemma":[0.00001003869,0.00004584799,0.9854301,0.0001261216,0.00003822966,0.00007841225,0.01254827,0.0003968878,0.0001036383,0.00007468824,0.001129524,0.00001828299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960285,0.0004728415,0.0001079415,0.0004358382,0.000009136057,0.00006381271,0.001386161,0.000006420923,0.001489405],"genre_scores_gemma":[0.9978585,0.0004827451,0.0002004985,0.0001689088,0.000003634394,0.00002902565,0.0005835203,0.000003748045,0.0006693479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01922723,"threshold_uncertainty_score":0.1395039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03276001653265911,"score_gpt":0.360227693162381,"score_spread":0.3274676766297219,"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."}}