{"id":"W2149789275","doi":"10.1086/421404","title":"Directly Observed Therapy for the Management of HIV-Infected Patients in a Methadone Program","year":2004,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver Coastal Health; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Methadone; Human immunodeficiency virus (HIV); Intensive care medicine; Antiretroviral therapy; Sida; Viral disease; Virology; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003518017,0.000132818,0.00036977,0.00009765568,0.00007402679,0.0000205936,0.0001281182,0.0000680106,0.0000954264],"category_scores_gemma":[0.0007561501,0.00008517816,0.0005862981,0.0004169749,0.0002135699,0.00006226207,0.00005602745,0.0001823687,0.00001966966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006454929,"about_ca_system_score_gemma":0.00008556581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000971965,"about_ca_topic_score_gemma":0.00009061088,"domain_scores_codex":[0.9984515,0.0001262732,0.0006352522,0.000263727,0.0002362295,0.0002869833],"domain_scores_gemma":[0.9985654,0.0005141523,0.0001220793,0.0003507302,0.0002479968,0.0001996725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005151886,0.01437591,0.715049,0.0002280357,0.000623813,0.000008195294,0.00002236354,0.00001182944,0.000009207339,0.0003009905,0.001704529,0.267151],"study_design_scores_gemma":[0.012134,0.008236402,0.9742004,0.0003647208,0.0001985383,3.829277e-7,0.00003202043,0.0001787054,0.00007961073,0.0008941647,0.0035903,0.0000907105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929934,0.0007573926,0.0007111119,0.0004981543,0.0001054799,0.003668066,0.00008277209,0.000132469,0.001051116],"genre_scores_gemma":[0.9960811,0.001661909,0.0002762193,0.0001434574,0.00007650472,0.001095721,0.0001221478,0.00002292743,0.0005200188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2670603,"threshold_uncertainty_score":0.3473465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08186213800568082,"score_gpt":0.4285353964280031,"score_spread":0.3466732584223223,"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."}}