{"id":"W1525679444","doi":"10.1186/1477-7517-4-2","title":"Rates of inappropriate antiretroviral prescription among injection drug users.","year":2007,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; St. Paul's Hospital; University of British Columbia","funders":"University of British Columbia; National Institutes of Health; Michael Smith Health Research BC; Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Medicine; Viral load; Internal medicine; Cohort; Guideline; Medical prescription; Antiretroviral therapy; Human immunodeficiency virus (HIV); Immunology; Pharmacology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006694579,0.0001732185,0.0002699672,0.0007749511,0.0007071744,0.0009016198,0.0003666857,0.0004618215,0.004591631],"category_scores_gemma":[0.006587556,0.000222931,0.0003186399,0.00152822,0.0002359391,0.0003180223,0.0004322384,0.0009562237,0.0006732492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009562005,"about_ca_system_score_gemma":0.001271123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04816967,"about_ca_topic_score_gemma":0.06325966,"domain_scores_codex":[0.9987306,0.0002365166,0.0001682963,0.0001543544,0.0005182944,0.0001919545],"domain_scores_gemma":[0.9936298,0.0008638152,0.003814444,0.0004002445,0.0006619748,0.0006297096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002502625,0.00002174935,0.9967008,0.00001806199,0.00001638487,0.00008647238,0.00007817085,0.00001241043,0.00003207614,0.00002775403,0.0003468008,0.002634225],"study_design_scores_gemma":[0.000003625486,0.00002357029,0.9977709,0.00003123298,0.00001896247,0.001050097,0.0001421677,0.0001698395,0.00004070493,0.00003240514,0.0007116235,0.000004893979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987563,0.002331774,0.000208613,0.0005386311,0.00003944034,0.0000850023,0.00301402,0.00002567357,0.006193788],"genre_scores_gemma":[0.9976981,0.0006155808,0.0001588518,0.0002367796,0.00002058269,0.00001507333,0.0006051217,0.000005520233,0.000644336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04816967,"threshold_uncertainty_score":0.09577858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763939606804491,"score_gpt":0.3343827323526958,"score_spread":0.2967433362846509,"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."}}