{"id":"W2034642319","doi":"10.1089/apc.2004.18.568","title":"Polypharmacy in HIV: Impact of Data Source and Gender on Reported Drug Utilization","year":2004,"lang":"en","type":"article","venue":"AIDS Patient Care and STDs","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"U.S. Public Health Service","keywords":"Polypharmacy; Medicine; Human immunodeficiency virus (HIV); Drug; Psychiatry; Gerontology; Intensive care medicine; Family medicine","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":[0.01208469,0.0002375397,0.0004143213,0.001200469,0.000549628,0.001623413,0.0007338564,0.0004053506,0.001554325],"category_scores_gemma":[0.07712293,0.0002351114,0.000783232,0.002687469,0.0006564101,0.001069532,0.00129793,0.0005253634,0.0001868463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300349,"about_ca_system_score_gemma":0.001627607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07073173,"about_ca_topic_score_gemma":0.1012348,"domain_scores_codex":[0.9845844,0.009879557,0.001231345,0.001089005,0.002637533,0.0005780705],"domain_scores_gemma":[0.8670361,0.09788191,0.02344226,0.003663637,0.005009716,0.002966391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009497572,0.000009854607,0.9963781,0.00001911581,0.00006660706,0.00003378767,0.0002832305,0.00002950266,0.00002470957,0.00001690077,0.0001314771,0.002911701],"study_design_scores_gemma":[0.000006632675,0.0000490201,0.9976526,0.00006352347,0.00006691799,0.0002347178,0.0008314361,0.0005588701,0.00005708812,0.00004659401,0.0004222244,0.00001053391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916055,0.002286747,0.000479533,0.001022804,0.00002822853,0.00005230039,0.002724784,0.00002233112,0.001777684],"genre_scores_gemma":[0.9982823,0.0003281517,0.0003916353,0.0001499571,0.00001966478,0.00001836618,0.0006336472,0.00001228313,0.000164081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07073173,"threshold_uncertainty_score":0.14064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160923249042902,"score_gpt":0.4241724659561598,"score_spread":0.3080801410518696,"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."}}