{"id":"W2012798907","doi":"10.1177/1473325009103379","title":"HIV/AIDS Social Services and the Changing Treatment Context","year":2009,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McMaster University","funders":"Ontario HIV Treatment Network","keywords":"Social work; Poverty; Human immunodeficiency virus (HIV); Context (archaeology); Service provider; Public relations; Medicine; Social Welfare; Sociology; Nursing; Service (business); Gerontology; Economic growth; Political science; Business; Family medicine","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":[0.003828797,0.0002156939,0.0004193931,0.001341492,0.02341156,0.007011404,0.001216068,0.001766097,0.006918375],"category_scores_gemma":[0.005373264,0.0003132358,0.0002461831,0.001650773,0.02376487,0.002782139,0.008711941,0.004395455,0.0001903033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03498188,"about_ca_system_score_gemma":0.03571318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2519512,"about_ca_topic_score_gemma":0.5072048,"domain_scores_codex":[0.9906291,0.006089826,0.0001554438,0.0002792238,0.001010548,0.001835889],"domain_scores_gemma":[0.9963402,0.001082262,0.0003393462,0.0000721591,0.0004306223,0.001735425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009143254,0.0002918819,0.02080813,0.000377529,0.00002383216,0.002857106,0.8054963,0.0002116183,0.0006042526,0.09814029,0.01696721,0.05413044],"study_design_scores_gemma":[0.00002341675,0.00005322291,0.0196229,0.0003901906,0.000009493742,0.0004860722,0.8605499,0.00007857678,0.0001010263,0.006369803,0.1122871,0.00002826254],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7102513,0.009113937,0.000612674,0.1808661,0.001030526,0.0001208381,0.0001244936,0.00002420189,0.09785596],"genre_scores_gemma":[0.9877834,0.002515443,0.0001945473,0.005601339,0.0002083761,0.00003461142,0.00002662868,0.00001495109,0.003620667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2519512,"threshold_uncertainty_score":0.5009694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2470731527956084,"score_gpt":0.5033321951134411,"score_spread":0.2562590423178327,"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."}}