{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003154597,0.0002866941,0.0004251751,0.0001644059,0.0002053281,0.000345234,0.0002251908,0.0004341843,0.0006501535],"category_scores_gemma":[0.007171787,0.0002497349,0.0003597473,0.0001678641,0.0003341805,0.0003135073,0.0002703734,0.0004179181,0.0002057206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002488778,"about_ca_system_score_gemma":0.0002408235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007465937,"about_ca_topic_score_gemma":0.001013066,"domain_scores_codex":[0.9978535,0.001821966,0.00007631729,0.00008224069,0.0000885578,0.00007746679],"domain_scores_gemma":[0.9960353,0.002025093,0.001216572,0.000234163,0.000201267,0.0002876656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03456222,0.001534318,0.9247764,0.0001171972,0.0005990085,0.0002967466,0.000412023,0.001181471,0.01188981,0.00006442705,0.000354132,0.02421235],"study_design_scores_gemma":[0.004297515,0.03583352,0.9484834,0.00003043521,0.0005249406,0.0008003053,0.0001990976,0.005534586,0.003092345,0.0001776118,0.001001909,0.00002437738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999536,0.0001391933,0.00009502683,0.00005753892,0.000001337931,0.00001369143,0.00003796868,0.000002365424,0.0001169262],"genre_scores_gemma":[0.9996963,0.0000509022,0.00006988514,0.0000242254,0.000005285296,0.00001597929,0.00009265794,0.000001223561,0.00004359301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003154597,"threshold_uncertainty_score":0.01668328,"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."}}