{"id":"W1729198678","doi":"10.1186/s12936-015-0791-3","title":"Monitoring PfMDR1 transport in Plasmodium falciparum","year":2015,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Deutscher Akademischer Austauschdienst","keywords":"Plasmodium falciparum; Parasitology; Malaria; Virology; Tropical medicine; Biology; Public health; Medicine; Immunology; Pathology; Zoology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006362356,0.0001516366,0.0003143324,0.0001967614,0.0000594336,0.00002336042,0.0001188853,0.0001272547,0.0001368982],"category_scores_gemma":[0.00001708962,0.0001223406,0.0001180126,0.0001962923,0.00002751012,0.000142291,0.000006109047,0.0006120846,0.00003654505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054271,"about_ca_system_score_gemma":0.0002659502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001540173,"about_ca_topic_score_gemma":0.0000258465,"domain_scores_codex":[0.9985583,0.00002298633,0.0003937765,0.0001617148,0.0004693168,0.0003939292],"domain_scores_gemma":[0.9992422,0.000008357382,0.00007238155,0.0001463929,0.00009638845,0.0004343085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001792265,0.0003920409,0.9776727,0.00006592829,0.0001000018,0.006046024,0.002064752,0.0002486815,0.007461275,0.0008079738,0.0007051874,0.002643157],"study_design_scores_gemma":[0.01019214,0.0006199084,0.9415355,0.0008487967,0.000208399,0.002071609,0.002434132,0.0001453346,0.01960741,0.001804229,0.02010541,0.0004270777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839042,0.0006127701,0.001448811,0.002774152,0.001961433,0.0001578218,0.000002473642,0.00004345917,0.009094866],"genre_scores_gemma":[0.9942036,0.00008313377,0.00302667,0.00008338439,0.0006796565,0.000005265952,0.000003921145,0.0000274441,0.001886957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03613717,"threshold_uncertainty_score":0.4988904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773787382994667,"score_gpt":0.2774483895749862,"score_spread":0.2397105157450395,"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."}}