{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001572283,0.0001849561,0.0003692614,0.00005463361,0.005101549,0.00001402254,0.00009381846,0.0001274267,0.0001634499],"category_scores_gemma":[0.00001103792,0.000119797,0.00009699322,0.0003736069,0.0001767592,0.00006641207,0.00003828082,0.0002472902,0.0002035894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002738931,"about_ca_system_score_gemma":0.00006751679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539516,"about_ca_topic_score_gemma":0.00007488018,"domain_scores_codex":[0.9958489,0.002643024,0.0004530486,0.0002142924,0.0002445758,0.0005961508],"domain_scores_gemma":[0.9984058,0.001057,0.0002787184,0.00007917263,0.0000785255,0.0001007608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005350445,0.0000621333,0.001507703,0.0001347841,0.00003504602,5.388834e-7,0.814077,3.058254e-8,0.000001156416,0.1607663,0.0008030939,0.02207718],"study_design_scores_gemma":[0.004978789,0.0003797039,0.003817808,0.000272027,0.00004458678,5.498936e-8,0.9398829,0.000005818605,0.000005141933,0.02336848,0.02706919,0.0001755093],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573902,0.0009398851,0.0001191546,0.02256047,0.0006308603,0.002181896,0.0001115897,0.00009162341,0.01597425],"genre_scores_gemma":[0.9790552,0.00003262689,0.0001324008,0.01356254,0.0009052389,0.0002462067,0.0001534986,0.00001262863,0.005899645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373979,"threshold_uncertainty_score":0.9961936,"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."}}