{"id":"W1968368047","doi":"10.1186/1471-2334-14-302","title":"Serum biomarkers predictive of cure in Chagas disease patients after nifurtimox treatment","year":2014,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Trypanosoma species research and implications","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"Drugs for Neglected Diseases initiative","keywords":"Nifurtimox; Benznidazole; Chagas disease; Medicine; Biomarker; Internal medicine; Trypanosoma cruzi; Disease; Parasitology; Medical microbiology; Immunology; Pathology; Biology; Parasite hosting","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":[0.0004310766,0.0003300763,0.0005031231,0.0007921084,0.0002455883,0.0004679206,0.0001576599,0.0004549641,0.0006465206],"category_scores_gemma":[0.001601977,0.00009968458,0.0002120315,0.0004657386,0.000235922,0.0002333202,0.0001824271,0.000417625,0.0001357305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002903584,"about_ca_system_score_gemma":0.0001822658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000736138,"about_ca_topic_score_gemma":0.0007362952,"domain_scores_codex":[0.9997887,0.00004328079,0.00002822826,0.00003680693,0.00006144334,0.00004148336],"domain_scores_gemma":[0.9991825,0.0002334446,0.000284886,0.00002435039,0.0001541432,0.0001206806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001917489,0.0001443178,0.9792732,0.00005394358,0.00005175023,0.0003146926,0.0001083368,0.0001507018,0.00903559,0.00002296609,0.0002363935,0.008690661],"study_design_scores_gemma":[0.00003949372,0.00106445,0.9925191,0.00002298542,0.00007747871,0.0009142262,0.0002029301,0.0006896592,0.00384708,0.00004653755,0.0005674097,0.000008500657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980305,0.001196465,0.0001398417,0.00005086169,0.00001571696,0.00001548107,0.000142571,0.000008018507,0.0004004689],"genre_scores_gemma":[0.9991702,0.0001965387,0.0002294662,0.00002749681,0.00001491115,0.00001201276,0.0002332904,0.000001108818,0.0001150271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007921084,"threshold_uncertainty_score":0.002279758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00850986176158894,"score_gpt":0.2651001647888112,"score_spread":0.2565903030272222,"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."}}