{"id":"W2803469636","doi":"10.1186/s13071-018-2799-3","title":"Heterogeneity in the in vitro susceptibility of Loa loa microfilariae to drugs commonly used in parasitological infections","year":2018,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Drugs for Neglected Diseases initiative; Bill and Melinda Gates Foundation","keywords":"Loa loa; Mefloquine; Biology; Pharmacology; Ivermectin; Motility; Amodiaquine; Anthelmintic; Chloroquine; Parasitology; Immunology; Helminths; Malaria; Filariasis","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":[0.000638401,0.0002305707,0.0005386514,0.0003802588,0.00005836,0.00002279732,0.0002319823,0.0001173144,0.0001227024],"category_scores_gemma":[0.0004304769,0.0001634689,0.0001530522,0.0009783072,0.0003153554,0.00006929808,0.00006883225,0.0003072392,0.0001418343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953772,"about_ca_system_score_gemma":0.0001647741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336888,"about_ca_topic_score_gemma":0.009657157,"domain_scores_codex":[0.9975411,0.0005312833,0.0004980901,0.0004463575,0.000385949,0.0005972361],"domain_scores_gemma":[0.9984403,0.0005937212,0.00006324713,0.0005875251,0.00007103363,0.000244168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009518774,0.002857566,0.9658124,0.00003205931,0.0000427143,0.0001263843,0.001026663,0.00001036037,0.02840983,0.00002339652,0.00007318822,0.0006334939],"study_design_scores_gemma":[0.001748627,0.0009998428,0.9510361,0.00005363899,0.00003221838,0.00001753599,0.0002568653,0.00006108786,0.04550537,0.00008514197,0.00007735785,0.000126199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973443,0.0001630459,0.00002346737,0.0004664659,0.00006181654,0.001153921,0.00005220645,0.00002460033,0.0007101701],"genre_scores_gemma":[0.9993217,0.00001208239,0.0001515476,0.0002364279,0.00005295692,0.0001402001,0.00006035664,0.00001257412,0.00001214034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01709555,"threshold_uncertainty_score":0.6666067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078740859179974,"score_gpt":0.3758522217106767,"score_spread":0.345064813118877,"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."}}