{"id":"W2111638000","doi":"10.12688/f1000research.6122.1","title":"Adherence to Artemisinin Combination Therapy for the treatment of uncomplicated malaria in the Democratic Republic of the Congo","year":2015,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Malaria Research and Control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Malaria; Pill; Medicine; Artemisinin; Pharmacy; Vomiting; Traditional medicine; Family medicine; Internal medicine; Immunology; Pharmacology; Plasmodium falciparum","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":[0.003612283,0.0002186739,0.0005572047,0.0002117444,0.0001048862,0.00006601997,0.001271417,0.000186278,0.0001267828],"category_scores_gemma":[0.00149778,0.00009393918,0.0002380672,0.0006793503,0.0002856114,0.00002606157,0.0002345378,0.0005768928,0.00000722219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423089,"about_ca_system_score_gemma":0.001604978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001219693,"about_ca_topic_score_gemma":0.0002234117,"domain_scores_codex":[0.9963239,0.0008963644,0.0005770479,0.0003930448,0.001357636,0.0004520061],"domain_scores_gemma":[0.9946166,0.001924861,0.0002040818,0.001780234,0.00133105,0.000143133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04474968,0.02532848,0.0647516,0.003446268,0.005094094,0.0000726857,0.03239926,0.001485534,0.06598274,0.110163,0.1994537,0.447073],"study_design_scores_gemma":[0.0281835,0.02562635,0.8191097,0.00104986,0.0002819973,0.00003010639,0.002469616,0.03961378,0.01293944,0.04544971,0.02477081,0.0004751073],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7851574,0.003627031,0.0007810362,0.1713993,0.0002801253,0.03499365,0.0002801935,0.00003575895,0.0034455],"genre_scores_gemma":[0.9919512,0.0004787905,0.00008850026,0.0002052025,0.00009370768,0.00382119,0.0000702745,0.0000271515,0.003263954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7543581,"threshold_uncertainty_score":0.3830729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1500983591607102,"score_gpt":0.4130792073608271,"score_spread":0.2629808482001169,"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."}}