{"id":"W2171618626","doi":"10.1002/jmv.10203","title":"Antiretroviral drug resistance among HIV‐1 infected children failing treatment","year":2002,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Nevirapine; Lamivudine; Zidovudine; Drug resistance; Medicine; Virology; Reverse transcriptase; Genotyping; HIV drug resistance; Viral load; Protease inhibitor (pharmacology); Lentivirus; Genotype; Viral disease; Immunology; Internal medicine; Biology; Virus; Polymerase chain reaction; Gene; Antiretroviral therapy; Genetics; Hepatitis B 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":[0.0004369097,0.0002234212,0.0006943971,0.0002580305,0.00008367889,0.00001339504,0.0001721957,0.0002296197,0.001945639],"category_scores_gemma":[0.0003433377,0.0001471064,0.0002381086,0.0001920196,0.0002244678,0.00009467943,0.00003670157,0.0004863621,0.0001232684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091503,"about_ca_system_score_gemma":0.0001462122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001000742,"about_ca_topic_score_gemma":0.00003508523,"domain_scores_codex":[0.9976573,0.0001453717,0.0007284164,0.0002063892,0.000889703,0.0003727986],"domain_scores_gemma":[0.9987213,0.0001647236,0.0003269945,0.0001847585,0.00008488433,0.0005173543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003162088,0.001186116,0.9443927,0.00001800946,0.0008186141,0.002348999,0.0009546198,0.000001335898,0.0001240271,0.00008721444,0.0374582,0.01229396],"study_design_scores_gemma":[0.03153988,0.002618892,0.8718239,0.000673707,0.001308603,0.003358695,0.0001722479,0.0007913404,0.001569377,0.0001469755,0.08546796,0.0005283756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967342,0.001596274,0.0001151794,0.0292901,0.0002321631,0.0001696896,0.000002300308,0.00003041082,0.001221949],"genre_scores_gemma":[0.9814014,0.001477525,0.0008625056,0.0004534827,0.0005209151,0.000004759087,0.00001253697,0.00002183525,0.01524499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07256876,"threshold_uncertainty_score":0.9989667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008002813622928,"score_gpt":0.2493801183429011,"score_spread":0.2393000902066719,"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."}}