{"id":"W4324329022","doi":"10.12688/gatesopenres.14396.1","title":"Adult malaria mortality during 2019 at Bo Government Hospital, Sierra Leone","year":2023,"lang":"en","type":"preprint","venue":"Gates Open Research","topic":"Malaria Research and Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Centre for Global Health Research","funders":"Bill and Melinda Gates Foundation","keywords":"Malaria; Sierra leone; Cause of death; Medicine; Demography; Immunology; Internal medicine; Disease; Ethnology; History","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":[0.0004286833,0.0001348847,0.0001817599,0.0008961628,0.0004370114,0.0005075369,0.0001924078,0.0002136187,0.001234282],"category_scores_gemma":[0.001937574,0.0001346133,0.0001490939,0.001056961,0.0002220792,0.0003636369,0.0005556637,0.0003023089,0.0001938646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007316916,"about_ca_system_score_gemma":0.000626279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0463188,"about_ca_topic_score_gemma":0.06263535,"domain_scores_codex":[0.9996837,0.00006736541,0.0000457926,0.00004067413,0.00006589394,0.00009663629],"domain_scores_gemma":[0.9991334,0.0001030103,0.0004395159,0.00003628092,0.0001262681,0.0001616175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005984459,0.00001445247,0.9963278,0.00002076589,0.00001933509,0.0001858134,0.000227375,0.00003093174,0.00009811195,0.0000181442,0.001220117,0.001777318],"study_design_scores_gemma":[0.000003542382,0.00001737977,0.9989873,0.00001565626,0.000005066356,0.0001405164,0.0003356241,0.00003508266,0.00003241396,0.000007698441,0.0004180194,0.0000018564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952165,0.0003159716,0.00002468603,0.0002667221,0.00001595896,0.00001185784,0.003105302,0.00001034529,0.001032615],"genre_scores_gemma":[0.9968612,0.0003032921,0.00004042047,0.00006169789,0.00001926347,0.00001469687,0.002337689,0.000002349904,0.000359391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0463188,"threshold_uncertainty_score":0.09209841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09837890756210017,"score_gpt":0.4090732118916877,"score_spread":0.3106943043295875,"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."}}