{"id":"W1990570958","doi":"10.3851/imp2076","title":"Pill Burden in HIV Infection: 20 Years of Experience","year":2012,"lang":"en","type":"article","venue":"Antiviral Therapy","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Pill; Medical prescription; Cohort; Pharmacy; Dosing; Human immunodeficiency virus (HIV); Cohort study; Internal medicine; Pediatrics; Immunology; Pharmacology; 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":[0.0009553718,0.000219336,0.0002675808,0.0006786382,0.0005358147,0.000874539,0.0004372583,0.0003950079,0.001605131],"category_scores_gemma":[0.002800651,0.0001584038,0.0002067422,0.001590559,0.0004862542,0.0007822019,0.0008815591,0.0005384129,0.0002164933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656838,"about_ca_system_score_gemma":0.001662259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07867899,"about_ca_topic_score_gemma":0.08411885,"domain_scores_codex":[0.9994296,0.0001184805,0.00004698441,0.00005221916,0.0002326967,0.0001200246],"domain_scores_gemma":[0.9988154,0.0001776964,0.0003729818,0.00003802502,0.0001850118,0.0004107776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008290469,0.0001179713,0.9013814,0.000127268,0.0000536806,0.000499176,0.003179256,0.0001734708,0.00015096,0.0002361257,0.003144468,0.09085326],"study_design_scores_gemma":[0.00001392434,0.0002021555,0.9830867,0.0001590568,0.00004165287,0.001905449,0.002706219,0.0003793103,0.00008094388,0.0001624313,0.01124634,0.00001584772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725382,0.01487768,0.0001780099,0.002872633,0.00006955522,0.00004183361,0.0008011454,0.00002502539,0.008595839],"genre_scores_gemma":[0.9857328,0.01127081,0.0002485673,0.0007381392,0.0001021842,0.00001707543,0.000656251,0.000005260327,0.001228886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07867899,"threshold_uncertainty_score":0.156442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621579935010419,"score_gpt":0.3016907207139864,"score_spread":0.2754749213638822,"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."}}