{"id":"W1974397412","doi":"10.7448/ias.17.4.19765","title":"Tolerability is more important than simplicity for treatment durability","year":2014,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Clinical Research Institute","funders":"","keywords":"Medicine; Regimen; Darunavir; Discontinuation; Ritonavir; Cobicistat; Atazanavir; Raltegravir; Internal medicine; Dosing; Tolerability; Elvitegravir; Viral load; Hazard ratio; Human immunodeficiency virus (HIV); Adverse effect; Confidence interval; Virology; Antiretroviral therapy","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":[0.01080358,0.0003895726,0.001767516,0.0004011274,0.0005608067,0.002736077,0.0006386808,0.001030301,0.02072607],"category_scores_gemma":[0.01922357,0.0001861425,0.001540214,0.0005265338,0.0009703235,0.002093705,0.001068488,0.002079781,0.004102469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009762885,"about_ca_system_score_gemma":0.0007823633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000337233,"about_ca_topic_score_gemma":0.0003211017,"domain_scores_codex":[0.9943901,0.002787645,0.0006487038,0.0004152918,0.001504541,0.0002538029],"domain_scores_gemma":[0.9792022,0.01053506,0.005783265,0.001275591,0.002221408,0.000982541],"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":[0.004861883,0.0006633983,0.1359421,0.005314474,0.001552562,0.001127373,0.000818596,0.001676688,0.008694775,0.01121035,0.02233612,0.8058016],"study_design_scores_gemma":[0.001446515,0.01650865,0.5065987,0.006256649,0.003044545,0.02602937,0.001469478,0.00328966,0.0094335,0.03848423,0.3871802,0.0002584739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4270851,0.1974668,0.05820612,0.09497354,0.002991497,0.001325779,0.003721633,0.0008723879,0.2133571],"genre_scores_gemma":[0.9597392,0.0121502,0.007218698,0.008894956,0.002634481,0.0002253822,0.0006350022,0.0002631671,0.008238946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02072607,"threshold_uncertainty_score":0.06933558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797496650680237,"score_gpt":0.2983231716663841,"score_spread":0.2803482051595817,"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."}}