{"id":"W4200312451","doi":"10.1089/apc.2021.0118","title":"Uptake Success and Cost Savings from Switching to a Two-Drug Antiretroviral Regimen","year":2021,"lang":"en","type":"article","venue":"AIDS Patient Care and STDs","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Lamivudine; Regimen; Tolerability; Drug; Viral load; Internal medicine; Intensive care medicine; Human immunodeficiency virus (HIV); Pharmacology; Virology; Adverse effect; Chronic hepatitis; Virus","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":[0.00005214087,0.00020739,0.0003453454,0.00009530821,0.0001517037,0.00007396765,0.00004132325,0.00004832588,0.00005249783],"category_scores_gemma":[0.00004107758,0.0001748971,0.00005607309,0.0001951578,0.00002309026,0.0001089038,0.0001367091,0.0001222408,0.00001552722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008139544,"about_ca_system_score_gemma":0.00009254053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003789396,"about_ca_topic_score_gemma":0.0001846519,"domain_scores_codex":[0.9987611,0.00003500068,0.0002409567,0.0004383313,0.000266562,0.0002580317],"domain_scores_gemma":[0.9992895,0.00005879971,0.00004839506,0.0002238003,0.0001252318,0.0002543331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007648739,0.00005702232,0.4074492,0.00003771497,0.0001123873,0.0002719879,0.01457372,3.973231e-7,0.0009988,0.00006484871,0.0007923547,0.5755651],"study_design_scores_gemma":[0.05155491,0.0776495,0.4003963,0.00691912,0.003659306,0.0005358465,0.1462425,0.0004505703,0.1297366,0.0009133072,0.1766288,0.005313172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945219,0.002032371,0.00004466786,0.0001863559,0.0001555193,0.0003544518,0.00004144438,0.00004360826,0.002619736],"genre_scores_gemma":[0.9933175,0.0001306632,0.004183241,0.0005005597,0.00007351324,0.00003156829,0.0002334173,0.00002208092,0.001507453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5702519,"threshold_uncertainty_score":0.7132096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00899946119897782,"score_gpt":0.2567399225177975,"score_spread":0.2477404613188197,"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."}}