{"id":"W2767594362","doi":"10.1097/qad.0000000000001695","title":"Wake me up before you go","year":2017,"lang":"en","type":"article","venue":"AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Viremia; Antiretroviral therapy; Immunology; Medicine; Viral load; Human immunodeficiency virus (HIV); Viral replication; Immune system; Virology; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009369136,0.00007751399,0.000113478,0.00002821029,0.0004317117,0.00002683143,0.0002633809,0.00009748666,0.001447183],"category_scores_gemma":[0.00007366477,0.00005583073,0.00005741125,0.00001386839,0.0001854519,0.0000691449,0.0001071213,0.0001256766,0.0169482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001862278,"about_ca_system_score_gemma":0.00003035548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000171701,"about_ca_topic_score_gemma":0.00006065348,"domain_scores_codex":[0.9994383,0.00003591083,0.00007250826,0.0001476298,0.00002127914,0.0002843874],"domain_scores_gemma":[0.9994008,0.00001649656,0.00003291373,0.0004981501,0.00002539894,0.0000262239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002023712,0.0003143849,0.4614983,0.00001972637,0.001037076,0.0001251238,0.001202687,1.403722e-7,0.07362641,0.01065018,0.09682821,0.3544954],"study_design_scores_gemma":[0.002845193,0.0009650464,0.2692201,0.00001687091,0.00004192604,0.00005105002,0.0001087944,5.010106e-7,0.05232104,0.001141781,0.6731372,0.0001505772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608094,0.0009142829,0.00001807105,0.0008835376,0.0006880536,0.0001327427,0.00008757458,0.00004439145,0.03642202],"genre_scores_gemma":[0.8836474,0.0000292048,0.00003735474,0.00003814209,0.00002914321,0.00001689528,0.0001071655,0.000006246548,0.1160884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.576309,"threshold_uncertainty_score":0.9994656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047283520557263,"score_gpt":0.2946231664353909,"score_spread":0.2741503312298183,"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."}}