{"id":"W4408869504","doi":"10.1186/s12913-025-12514-1","title":"“We really need to surround people with care:” a qualitative examination of service providers’ perspectives on barriers to HIV care in Manitoba, Canada","year":2025,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Public Health Agency of Canada; Manitoba Medical Service Foundation","keywords":"Medicine; Nursing; Qualitative research; Public health; Service provider; Health care; Intrapersonal communication; Health administration; Interpersonal communication; Service (business); Psychology; Sociology; Business; Political science; 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":[0.009663556,0.0007993672,0.0008501601,0.002296843,0.04047655,0.00732317,0.003477123,0.002431582,0.002669161],"category_scores_gemma":[0.01558406,0.0009929395,0.0005336493,0.004958378,0.01619304,0.002633471,0.006834259,0.00421101,0.000153235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.101083,"about_ca_system_score_gemma":0.1715198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9555557,"about_ca_topic_score_gemma":0.9718472,"domain_scores_codex":[0.9887396,0.005593626,0.0002885542,0.0005421601,0.001225074,0.003610953],"domain_scores_gemma":[0.9811618,0.009109513,0.001300652,0.0002858298,0.003883385,0.004258744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001485394,0.00001366247,0.004803273,0.00007300699,0.000003170459,0.00045829,0.9915892,0.00002856283,0.0002182635,0.0008025207,0.0006030373,0.001392134],"study_design_scores_gemma":[0.000001202635,0.000005760938,0.00117987,0.00007976466,0.000001844757,0.00003934518,0.9956048,0.00002671124,0.00002963748,0.00003576463,0.002990083,0.000005303269],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751116,0.001802382,0.0008567518,0.01168244,0.0001320675,0.0003263606,0.000303878,0.00001706459,0.009767444],"genre_scores_gemma":[0.9915175,0.001597013,0.0007335087,0.00255896,0.00002103859,0.0002232093,0.00009079016,0.00002711511,0.003230851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101083,"threshold_uncertainty_score":0.7334123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835581429388314,"score_gpt":0.4182362037977342,"score_spread":0.3798803895038511,"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."}}