{"id":"W2779006462","doi":"10.1042/etls20170113","title":"Drug resistance in protozoan parasites","year":2017,"lang":"en","type":"article","venue":"Emerging Topics in Life Sciences","topic":"Malaria Research and Control","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Drug resistance; Protozoan parasite; Drug; Resistance (ecology); Biology; Pharmacology; Microbiology; Parasite hosting; Ecology","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":[0.001132328,0.00006609519,0.0001545806,0.0001434013,0.0002679934,0.00007979244,0.0004146515,0.00002645024,0.00008524936],"category_scores_gemma":[0.001857676,0.00005243086,0.00002610962,0.0001636317,0.0003136354,0.0001942399,0.00007001901,0.000186885,0.000009502791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000274988,"about_ca_system_score_gemma":0.0002236315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003353088,"about_ca_topic_score_gemma":0.002940724,"domain_scores_codex":[0.99885,0.0000437337,0.0001755773,0.000243756,0.0003709093,0.0003160076],"domain_scores_gemma":[0.9994397,0.00004379466,0.00006090816,0.000329209,0.00002877914,0.00009757527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006775747,0.00005856879,0.9542615,0.00005781129,0.000003808629,0.00006068737,0.0006014716,0.000005286391,0.0001475191,0.040911,0.00146436,0.002360219],"study_design_scores_gemma":[0.001123874,0.00004577145,0.9645777,0.00026354,0.000002458725,0.000001171851,0.0002265626,0.0008525838,0.0002878481,0.01151335,0.02099419,0.0001109031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7449621,0.001073128,0.00003358008,0.1477186,0.0002681228,0.0008093772,8.37248e-7,0.00002515734,0.1051091],"genre_scores_gemma":[0.9902716,0.00006222934,0.00185248,0.0002723647,0.0002061214,0.00007067635,3.233746e-7,0.000003004761,0.007261222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2453095,"threshold_uncertainty_score":0.2223946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914486250516364,"score_gpt":0.372533096412307,"score_spread":0.3333882339071434,"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."}}