{"id":"W4385812434","doi":"10.12688/gatesopenres.14396.2","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":"Sierra leone; Malaria; Government (linguistics); Medicine; Ethnology; History; Immunology","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":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005488361,0.0005632619,0.001226957,0.000274337,0.0006334907,0.0009832217,0.002659714,0.0006807299,0.0041166],"category_scores_gemma":[0.003153665,0.0004988533,0.0003722156,0.0005535254,0.0004156581,0.0002032048,0.02020209,0.004164947,0.004015396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112183,"about_ca_system_score_gemma":0.001225786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137287,"about_ca_topic_score_gemma":0.001273458,"domain_scores_codex":[0.9885184,0.0007961488,0.0008481619,0.001930087,0.005664027,0.002243194],"domain_scores_gemma":[0.993811,0.0004386734,0.0002085681,0.003091948,0.001260056,0.001189803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01287263,0.003417164,0.3366827,0.009131128,0.006327603,0.00977641,0.001202596,0.0001493489,0.03035575,0.0105877,0.5766451,0.002851787],"study_design_scores_gemma":[0.006656266,0.001005705,0.9738587,0.001649811,0.0001604222,0.00002350704,0.0006571176,0.001364557,0.006547615,0.00266166,0.004600413,0.0008141994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8677401,0.0010816,0.00001383481,0.07773661,0.0008119929,0.01399201,0.001105329,0.0002316011,0.03728693],"genre_scores_gemma":[0.817178,0.002396892,0.0002282738,0.0001036366,0.0007823679,0.002640578,0.0006024248,0.0001714833,0.1758964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.637176,"threshold_uncertainty_score":0.9997463,"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."}}