{"id":"W4285673541","doi":"10.21203/rs.3.rs-29667/v1","title":"An observational study of initial HIV RNA decay following initiation of combination antiretroviral treatment during pregnancy","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"Imperial College London","keywords":"Observational study; Human immunodeficiency virus (HIV); Pregnancy; Antiretroviral therapy; Medicine; Virology; Obstetrics; Viral load; Biology; Internal medicine; Genetics","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":[0.00343813,0.0005953097,0.0009871296,0.0009396689,0.001272249,0.001607724,0.001126108,0.002293488,0.001913621],"category_scores_gemma":[0.01987157,0.001188045,0.001068694,0.001706262,0.0008110274,0.001411346,0.001169435,0.002603544,0.0006008266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090603,"about_ca_system_score_gemma":0.002233391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02297295,"about_ca_topic_score_gemma":0.01122527,"domain_scores_codex":[0.9969609,0.001495589,0.0002779652,0.0004929347,0.0002699522,0.0005026804],"domain_scores_gemma":[0.9853762,0.007481647,0.003711916,0.001138567,0.0006650105,0.001626707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002270672,0.0006721104,0.993771,0.00005106179,0.0002127161,0.000221804,0.0009075968,0.0000557516,0.0002111632,0.00005482228,0.0001690103,0.00140226],"study_design_scores_gemma":[0.0001308176,0.001980714,0.994983,0.00006017978,0.0001432925,0.00035721,0.00158714,0.0003193841,0.00009266876,0.00005949529,0.0002577446,0.00002839413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988397,0.0002391973,0.00009077587,0.00004873454,0.00001102248,0.00003370117,0.0004931525,0.000002709191,0.0002410145],"genre_scores_gemma":[0.9983151,0.000338092,0.0001284441,0.0001004883,0.00002123794,0.00008428658,0.0007135669,0.000004538716,0.0002942752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02297295,"threshold_uncertainty_score":0.04567844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2520279235972055,"score_gpt":0.5016459393883363,"score_spread":0.2496180157911308,"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."}}