{"id":"W4248248366","doi":"10.12688/f1000research.6122.2","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":4,"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; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002050858,0.0001148591,0.0002441406,0.0003142839,0.0004507257,0.0004460761,0.0002427063,0.0002325892,0.0005929018],"category_scores_gemma":[0.004809629,0.0001221585,0.0001814205,0.0007579831,0.0002372301,0.0003030309,0.0003294977,0.0005243374,0.00008315842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007597958,"about_ca_system_score_gemma":0.0008153411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02430665,"about_ca_topic_score_gemma":0.04008108,"domain_scores_codex":[0.9982723,0.001044417,0.0001962507,0.00007236802,0.000261059,0.0001535258],"domain_scores_gemma":[0.9984719,0.0002726757,0.0008437241,0.00006489371,0.0001302154,0.0002164688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003185114,0.0003972168,0.9269063,0.0001990107,0.0001404211,0.0003693283,0.002736467,0.0001944852,0.00105214,0.00007791737,0.001151265,0.066457],"study_design_scores_gemma":[0.00003172473,0.0003811409,0.9959872,0.00008182896,0.00003298174,0.0003880301,0.001021556,0.000372618,0.00009565488,0.00002374999,0.001575151,0.000008230523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968828,0.001370405,0.0001103386,0.0005982582,0.00001015308,0.00004930942,0.00009411914,0.00000313513,0.0008816086],"genre_scores_gemma":[0.9985184,0.0008349144,0.0001475346,0.0001726438,0.00001555053,0.00002637227,0.00006835158,9.108517e-7,0.0002152663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02430665,"threshold_uncertainty_score":0.04833037,"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."}}