{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004286833,0.0001348849,0.0001817601,0.0008961637,0.0004370119,0.0005075379,0.0001924078,0.0002136189,0.001234283],"category_scores_gemma":[0.001937578,0.0001346136,0.0001490939,0.001056962,0.0002220796,0.0003636372,0.000555664,0.0003023092,0.0001938648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007316913,"about_ca_system_score_gemma":0.000626279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04631876,"about_ca_topic_score_gemma":0.06263532,"domain_scores_codex":[0.9996837,0.00006736554,0.00004579273,0.00004067417,0.00006589407,0.00009663647],"domain_scores_gemma":[0.9991334,0.0001030106,0.0004395172,0.00003628102,0.0001262686,0.000161618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005984471,0.00001445249,0.9963278,0.00002076593,0.00001933513,0.0001858136,0.0002273754,0.00003093177,0.00009811205,0.00001814421,0.001220117,0.001777318],"study_design_scores_gemma":[0.000003542388,0.0000173798,0.9989873,0.00001565631,0.000005066361,0.0001405165,0.0003356247,0.00003508273,0.00003241399,0.000007698455,0.0004180204,0.000001856402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952165,0.0003159719,0.00002468608,0.0002667221,0.00001595899,0.00001185786,0.003105302,0.0000103453,0.001032617],"genre_scores_gemma":[0.9968612,0.0003032921,0.00004042047,0.00006169784,0.00001926347,0.00001469686,0.002337687,0.000002349904,0.000359391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04631876,"threshold_uncertainty_score":0.09209836,"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."}}