{"id":"W2791485162","doi":"10.1097/qad.0000000000001781","title":"Adverse drug reactions to integrase strand transfer inhibitors","year":2018,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver; St. Paul's Hospital","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; World Health Organization","keywords":"Elvitegravir; Dolutegravir; Raltegravir; Cobicistat; Medicine; Discontinuation; Hazard ratio; Integrase inhibitor; Tolerability; Population; Adverse effect; Internal medicine; Virology; Confidence interval; Viral load; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001061031,0.0001316143,0.0001643635,0.0001544809,0.00008858932,0.000007496126,0.00004009724,0.00004288352,0.0007970638],"category_scores_gemma":[0.00002805229,0.0001001722,0.00008181708,0.0002763872,0.00005635298,0.00007114324,0.00001021759,0.00009813657,0.001289513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007671689,"about_ca_system_score_gemma":0.00007735344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006532392,"about_ca_topic_score_gemma":0.00006012914,"domain_scores_codex":[0.9992223,0.00001666306,0.0001864825,0.0002064167,0.0001719196,0.0001962221],"domain_scores_gemma":[0.9994691,0.00002578195,0.00000889378,0.0001921387,0.0000748473,0.0002292401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002370072,0.003345239,0.2657353,0.000228695,0.002375223,0.0007646672,0.06470126,0.000004493099,0.06662748,0.005037386,0.4352245,0.1535857],"study_design_scores_gemma":[0.004430299,0.0007602348,0.01453044,0.0003232381,0.0004417118,0.0000520807,0.002423834,0.00001173354,0.1776668,0.0001229146,0.7988749,0.000361776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782734,0.00001912449,0.0004277868,0.003544283,0.0002969356,0.0003477747,0.000008291056,0.00009297211,0.01698942],"genre_scores_gemma":[0.9458739,0.0000113083,0.002125866,0.0003768834,0.0002550562,0.00003098773,0.00002513912,0.00001738179,0.05128343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3636504,"threshold_uncertainty_score":0.9994881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179322002173611,"score_gpt":0.2665681439924157,"score_spread":0.2547749239706796,"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."}}