{"id":"W2165344326","doi":"10.1258/095646204322916614","title":"High resistance to antiretroviral drugs: the Indian experience","year":2004,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Drug resistance; HIV drug resistance; Acquired resistance; Human immunodeficiency virus (HIV); Internal medicine; Antiretroviral therapy; Virology; Viral load; Biology; Microbiology; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001980165,0.0001097743,0.0001777435,0.000207044,0.00005899549,0.00005090181,0.0003343885,0.00002996247,0.0001099526],"category_scores_gemma":[0.0001032318,0.00006789291,0.0001084592,0.0001716781,0.00005924248,0.0001679781,0.00004544859,0.0001675503,0.0000693109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000332429,"about_ca_system_score_gemma":0.0002075117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002380173,"about_ca_topic_score_gemma":0.00001130093,"domain_scores_codex":[0.9985426,0.00001710961,0.0003713246,0.0001114575,0.0008115608,0.0001459627],"domain_scores_gemma":[0.9991961,0.00003837953,0.0001648773,0.0001194556,0.0003504689,0.00013068],"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":[0.008085225,0.003123451,0.4535931,0.0000754409,0.005287228,0.01501062,0.2358684,0.0005897548,0.01710853,0.06338391,0.03490844,0.162966],"study_design_scores_gemma":[0.03506276,0.006070201,0.3463161,0.005088986,0.0005481112,0.003893718,0.03402565,0.000006142189,0.1817587,0.01492989,0.3708857,0.001414041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786504,0.0001464223,0.0004051954,0.01884048,0.0007696182,0.0001018482,0.000005930868,0.000009631466,0.001070508],"genre_scores_gemma":[0.9852081,0.00005414633,0.007730451,0.001135846,0.0004691296,0.000005858835,0.000003886113,0.00001033217,0.005382234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3359773,"threshold_uncertainty_score":0.2768592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008349331459919038,"score_gpt":0.2822342153960939,"score_spread":0.2738848839361748,"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."}}