{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008176767,0.00007544237,0.0001584963,0.00008057666,0.00001385256,0.000002986997,0.00002899395,0.00003646939,0.0001424918],"category_scores_gemma":[0.000006589234,0.00006249964,0.00004350293,0.0001770713,0.00004009323,0.0001201837,0.00001026463,0.00005354147,0.00009839808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002488314,"about_ca_system_score_gemma":0.00002087006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004389035,"about_ca_topic_score_gemma":0.000004339497,"domain_scores_codex":[0.9994701,0.00002092703,0.0001329147,0.00008929566,0.0001193616,0.0001674341],"domain_scores_gemma":[0.9997868,0.00001749329,0.00003202163,0.0001133456,0.0000152148,0.00003511057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008485493,0.0002219305,0.956216,0.000004215777,0.00003424626,0.00001051702,0.006570261,1.711416e-7,0.007458044,0.00009811484,0.0004947647,0.02880689],"study_design_scores_gemma":[0.002110231,0.0001008657,0.869156,0.00005173899,0.000007701771,0.000007645014,0.0001946581,0.000006522115,0.06048375,0.00002601233,0.06774579,0.0001091004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948672,0.0004667048,0.00001241164,0.0003905662,0.00009568752,0.0001604288,9.539756e-7,0.00001973918,0.003986286],"genre_scores_gemma":[0.993811,0.0006476864,0.0002950738,0.00005848077,0.0001105285,0.00001751161,0.000008330164,0.000008957872,0.005042472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08706001,"threshold_uncertainty_score":0.2548661,"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."}}