{"id":"W1978003867","doi":"10.1097/00002030-200312050-00015","title":"Drug resistance is uncommon in pregnant women with low viral loads taking zidovudine monotherapy to prevent perinatal HIV transmission","year":2003,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Zidovudine; Viral load; Medicine; Pregnancy; Transmission (telecommunications); Lamivudine; Drug resistance; Caesarean section; Asymptomatic; Sida; Obstetrics; Immunology; Virology; Viral disease; Internal medicine; Human immunodeficiency virus (HIV); Biology; 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":[],"category_scores_codex":[0.000335056,0.0001650951,0.0002762874,0.0002119908,0.00007153428,0.00002597193,0.0001249786,0.00004549157,0.001286782],"category_scores_gemma":[0.00004833724,0.0001229105,0.00007777001,0.0004184373,0.00004556901,0.0001299301,0.00001640501,0.0002464306,0.00003864886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616925,"about_ca_system_score_gemma":0.0001036115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006074212,"about_ca_topic_score_gemma":0.00006341873,"domain_scores_codex":[0.9984593,0.0001126984,0.0002720347,0.0003158857,0.0003697248,0.000470311],"domain_scores_gemma":[0.9992712,0.0000257255,0.00004669251,0.0003159938,0.00005582579,0.000284607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01303043,0.008456536,0.08242094,0.002939737,0.000795302,0.001355338,0.05530729,0.0001354732,0.2110022,0.002930301,0.1007009,0.5209256],"study_design_scores_gemma":[0.0161557,0.02254988,0.02620112,0.01665579,0.00006056755,0.00007086393,0.002782679,0.001163219,0.3035821,0.0008675184,0.6087379,0.001172651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852226,0.0009968939,0.003927934,0.001673179,0.00001732051,0.000634043,0.00001291864,0.000034938,0.007480197],"genre_scores_gemma":[0.9155223,0.0001232819,0.002913816,0.0002096282,0.00002496532,0.0001658618,0.000006709129,0.00003063647,0.0810028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.519753,"threshold_uncertainty_score":0.9996262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017970442238254,"score_gpt":0.2919495266035146,"score_spread":0.2817698221811321,"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."}}