{"id":"W1965172179","doi":"10.1080/01459740802017363","title":"Beyond Decision Making: Class, Community Organizations, and the Healthwork of People Living with HIV/AIDS. Contributions from Institutional Ethnographic Research","year":2008,"lang":"en","type":"article","venue":"Medical Anthropology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Ethnography; Sociology; Human immunodeficiency virus (HIV); Consolidation (business); Public relations; Environmental ethics; Medicine; Political science; Business","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":[0.0053066,0.0003204278,0.0002830904,0.001757415,0.01211347,0.007723769,0.001078648,0.001886192,0.003434384],"category_scores_gemma":[0.006673099,0.0002483013,0.0001873889,0.001133892,0.04646679,0.006542388,0.006538599,0.00248073,0.0001682916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004565773,"about_ca_system_score_gemma":0.004437191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03325062,"about_ca_topic_score_gemma":0.04440197,"domain_scores_codex":[0.9940773,0.004593846,0.00009661222,0.0002881905,0.0003160936,0.0006280448],"domain_scores_gemma":[0.9946513,0.003105052,0.0007771661,0.0002866061,0.0001892298,0.0009906981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001867926,0.00007531475,0.01103561,0.00005321906,0.000008988669,0.0001760096,0.9376115,0.00004227503,0.00006830948,0.03493352,0.001659072,0.01431736],"study_design_scores_gemma":[0.000007786888,0.00003412665,0.009233082,0.0001613712,0.000006227016,0.0001294441,0.9526636,0.00005811481,0.00004694572,0.01459857,0.02304836,0.00001234652],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8831226,0.01003408,0.0009928166,0.05531684,0.0002216427,0.00004489211,0.00004699348,0.00001473376,0.05020539],"genre_scores_gemma":[0.9963802,0.001327505,0.0001591388,0.0009360664,0.00004749432,0.00001779188,0.00000949104,0.000003457987,0.001118856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03325062,"threshold_uncertainty_score":0.06611419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253398182228199,"score_gpt":0.3971153701025946,"score_spread":0.3645813882803126,"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."}}