{"id":"W1978242644","doi":"10.1080/17290376.2010.9724958","title":"Perceived stigma among patients receiving antiretroviral treatment: A prospective randomised trial comparing an m-DOT strategy with standard-of- care in Kenya","year":2010,"lang":"en","type":"article","venue":"SAHARA-J Journal of Social Aspects of HIV/AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"United States Agency for International Development","keywords":"Stigma (botany); Medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; Social stigma; Antiretroviral treatment; Clinical psychology; Psychiatry; Demography; Family medicine; Viral load","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00295461,0.001072396,0.002122845,0.0004093198,0.000803431,0.0008609568,0.0006228096,0.001899537,0.00473678],"category_scores_gemma":[0.004591024,0.0007984628,0.002085606,0.0004710316,0.001269445,0.0009910658,0.0007243435,0.00181364,0.0003837647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008673766,"about_ca_system_score_gemma":0.00125203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206122,"about_ca_topic_score_gemma":0.003688189,"domain_scores_codex":[0.9978933,0.001465694,0.0001969088,0.0001558836,0.000101827,0.0001865009],"domain_scores_gemma":[0.9976979,0.0007983241,0.0006173254,0.0001515164,0.00009109455,0.0006439038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9616144,0.0178767,0.002876689,0.0008822564,0.001058207,0.00005640001,0.0001678564,0.0001784933,0.001117641,0.00008902507,0.0001803782,0.01390189],"study_design_scores_gemma":[0.8368444,0.1545192,0.007007343,0.00008698957,0.000645122,0.00003321627,0.00008061741,0.0002337958,0.0002113257,0.00008920063,0.0002303831,0.00001838252],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993571,0.001744432,0.0002038591,0.0003288553,0.0001889727,0.003272651,0.0001475846,0.0000134699,0.000529182],"genre_scores_gemma":[0.9942577,0.001095801,0.00094554,0.0003062546,0.0001607868,0.002606691,0.0001331466,0.000002856126,0.0004911501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00473678,"threshold_uncertainty_score":0.01584613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494910975310524,"score_gpt":0.3067164684054557,"score_spread":0.2917673586523505,"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."}}