{"id":"W4386112828","doi":"10.17615/4syf-p824","title":"Clinical Effectiveness of Integrase Strand Transfer Inhibitor–Based Antiretroviral Regimens Among Adults With Human Immunodeficiency Virus: A Collaboration of Cohort Studies in the United States and Canada","year":2023,"lang":"en","type":"article","venue":"UNC Libraries","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Integrase; Human immunodeficiency virus (HIV); Integrase inhibitor; Virology; Cohort; Antiretroviral therapy; Medicine; Lentivirus; Viral disease; Viral load; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01668862,0.0007464404,0.00117694,0.002677374,0.002794241,0.002741411,0.001948948,0.0005489225,0.001271343],"category_scores_gemma":[0.02294153,0.0005861284,0.00288954,0.006885502,0.0007804277,0.0004997872,0.001987618,0.0007969657,0.00009816126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01808916,"about_ca_system_score_gemma":0.04244079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9711647,"about_ca_topic_score_gemma":0.9758946,"domain_scores_codex":[0.9909357,0.002618856,0.001121977,0.001611956,0.002796115,0.0009153479],"domain_scores_gemma":[0.9724979,0.004378686,0.00544695,0.002451304,0.0126726,0.002552687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003048105,0.00001716912,0.9894081,0.000156145,0.00231409,0.00003435141,0.0002885918,0.0001765158,0.00005179064,0.0002463777,0.001451694,0.00555034],"study_design_scores_gemma":[0.00009990493,0.00004924957,0.9929012,0.0003031033,0.00203587,0.00008381598,0.0005396238,0.0006620334,0.0001006788,0.0001332415,0.003057325,0.00003396213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128773,0.03976956,0.002011175,0.002127958,0.0001960633,0.000732685,0.03694431,0.00005285575,0.00528804],"genre_scores_gemma":[0.9813561,0.008075871,0.001698091,0.0004201821,0.00002905232,0.0002090046,0.007559687,0.00002009536,0.0006319132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9711647,"threshold_uncertainty_score":0.1312467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868141166854968,"score_gpt":0.2889621287623069,"score_spread":0.2702807170937572,"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."}}