{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002133956,0.000209978,0.0001953531,0.0007615185,0.0002176639,0.0009825156,0.0004597097,0.0006718856,0.002072595],"category_scores_gemma":[0.01748547,0.0001414159,0.0006768584,0.0008133003,0.0004048758,0.0008960809,0.0007822392,0.0005381215,0.000262821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621886,"about_ca_system_score_gemma":0.0008781989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212204,"about_ca_topic_score_gemma":0.00934295,"domain_scores_codex":[0.9961449,0.002095379,0.0002008326,0.0001919823,0.0007574787,0.0006093641],"domain_scores_gemma":[0.9940205,0.001995292,0.00231208,0.0002401844,0.0004830073,0.0009488876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002286143,0.0007718216,0.8908178,0.00006150209,0.0001953582,0.0003592016,0.0003305461,0.002143495,0.0003780857,0.0004984269,0.0006812504,0.1014763],"study_design_scores_gemma":[0.0000899913,0.002388977,0.9901557,0.00004227021,0.0001157176,0.0005033551,0.0006130015,0.004923082,0.000277317,0.0002751146,0.0005981652,0.00001728319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971808,0.0002703106,0.00009571163,0.0004449209,0.000008628409,0.00002599543,0.0001718404,0.00000457964,0.00179716],"genre_scores_gemma":[0.9995303,0.00008100564,0.00007637601,0.00004853732,0.00001121595,0.000007065563,0.0001089561,0.000001199268,0.0001353154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212204,"threshold_uncertainty_score":0.02410293,"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."}}