{"id":"W2188085685","doi":"10.4269/ajtmh.2003.68.107","title":"LACK OF PREDICTION OF MEFLOQUINE AND MEFLOQUINE-ARTESUNATE TREATMENT OUTCOME BY MUTATIONS IN THE PLASMODIUM FALCIPARUM MULTIDRUG RESISTANCE 1 (PFMDR1) GENE FOR PLASMODIUM FALCIPARUM MALARIA IN PERU","year":2003,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Malaria Research and Control","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Mefloquine; Artesunate; Plasmodium falciparum; Malaria; Biology; Drug resistance; Multiple drug resistance; Virology; Pharmacology; Artemisinin; Medicine; Immunology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006795762,0.00021832,0.001101845,0.0003689575,0.00005122376,0.000008493784,0.0001315341,0.00006614676,0.00002767963],"category_scores_gemma":[0.001024945,0.0001307559,0.0001152123,0.0003870229,0.0006476405,0.00009596837,0.00001525274,0.0002951325,2.082861e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007174267,"about_ca_system_score_gemma":0.0001376768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002098572,"about_ca_topic_score_gemma":0.000169745,"domain_scores_codex":[0.9974639,0.0002654452,0.001160396,0.0002415051,0.0004952961,0.0003734023],"domain_scores_gemma":[0.9980882,0.0007172775,0.000490237,0.0002201317,0.0002423516,0.0002418291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03600559,0.005056525,0.7596782,0.001065349,0.001507197,0.0005001844,0.01206272,0.0002390357,0.143563,0.01221171,0.004030265,0.02408018],"study_design_scores_gemma":[0.05268762,0.03429861,0.8815632,0.0007813483,0.001011546,0.0004216255,0.01110178,0.002584301,0.007322765,0.001008893,0.006893952,0.0003243559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693733,0.00186282,0.001256407,0.02642287,0.00008194725,0.0006961668,0.0001094497,0.000004378674,0.0001926361],"genre_scores_gemma":[0.996504,0.0008268394,0.002094497,0.0002671822,0.00008851233,0.00005180341,0.00001733052,0.00001600654,0.000133833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1362403,"threshold_uncertainty_score":0.5332069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407941326204766,"score_gpt":0.3309751989696703,"score_spread":0.2901810663491937,"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."}}