{"id":"W4228997911","doi":"10.1007/s13178-022-00721-y","title":"“It’s a win for the clinic, it’s a win for the frontline, but, most importantly, it’s a win for the client”: Task Shifting HIV Prevention Services from Clinicians to Community Health Workers in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Sexuality Research and Social Policy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Black Coalition for AIDS Prevention; University of Ottawa; AIDS Committee of Toronto; University of Windsor; 2-Spirited; Ontario HIV Treatment Network; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Nursing; Enthusiasm; Human immunodeficiency virus (HIV); Population; Family medicine; Psychology; Social psychology; Environmental health","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":[0.004770554,0.0003275312,0.0002554544,0.0005925464,0.02153149,0.003891478,0.002278968,0.001255054,0.002115043],"category_scores_gemma":[0.007770177,0.0004419292,0.0002417538,0.001982258,0.007288336,0.001408583,0.003056471,0.001906265,0.0001770207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1251356,"about_ca_system_score_gemma":0.2975766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9885463,"about_ca_topic_score_gemma":0.9956125,"domain_scores_codex":[0.9936289,0.002046366,0.0002534287,0.0005156547,0.001405586,0.002149959],"domain_scores_gemma":[0.9894917,0.001993506,0.001168575,0.000178212,0.002395693,0.004772275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000249987,0.0002401626,0.1699054,0.001664087,0.00003503787,0.005281661,0.7405984,0.0004918746,0.002963006,0.00312118,0.0218866,0.05356264],"study_design_scores_gemma":[0.00004578322,0.0001318135,0.1310759,0.0007841417,0.00002530385,0.0006177942,0.826308,0.0003973444,0.0004928341,0.0004129333,0.03963503,0.00007313668],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505858,0.002289043,0.0007076589,0.03038551,0.0001395059,0.0005215085,0.0003598184,0.00002588679,0.01498528],"genre_scores_gemma":[0.9891531,0.001896443,0.001351728,0.004102526,0.0000249689,0.0001351914,0.0001103033,0.00001496785,0.003210697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251356,"threshold_uncertainty_score":0.9079267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168240981564636,"score_gpt":0.4864293179805761,"score_spread":0.31818833641594,"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."}}