{"id":"W4405074656","doi":"10.12688/verixiv.354.1","title":"Diagnosis, Treatment, and Outcomes of Adults Admitted with Possible Malaria at a District Hospital in Sierra Leone: A Prospective Observational Study","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; Public Health Ontario; Centre for Global Health Research","funders":"Canadian Institutes of Health Research; Bill and Melinda Gates Foundation","keywords":"Sierra leone; Observational study; Malaria; Medicine; Prospective cohort study; Pediatrics; Internal medicine; History; Ethnology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007674478,0.0004555829,0.0005941134,0.001000955,0.0009884924,0.001121721,0.0008046263,0.001170615,0.001061145],"category_scores_gemma":[0.003337047,0.0007527658,0.000641285,0.001589429,0.0006314525,0.000924007,0.001077376,0.001321138,0.0002197903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007569283,"about_ca_system_score_gemma":0.001188978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03395081,"about_ca_topic_score_gemma":0.02968914,"domain_scores_codex":[0.9989651,0.000341356,0.0001370457,0.0002013597,0.0001058667,0.0002492503],"domain_scores_gemma":[0.9976003,0.0004307262,0.001102338,0.0001760982,0.0002189319,0.0004716383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001036331,0.000111781,0.9992574,0.00001221088,0.0000458738,0.00005568842,0.0001320354,0.00001116572,0.00005143779,0.0000066174,0.00005576868,0.0001564389],"study_design_scores_gemma":[0.00002296462,0.0001871555,0.9981601,0.00001616407,0.00003704201,0.000108767,0.001301123,0.00005717275,0.00001535626,0.00001173305,0.00007668119,0.000005845713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992208,0.0001217887,0.0000213802,0.00003652291,0.000004350022,0.00001362291,0.0004198758,0.000001055894,0.0001606245],"genre_scores_gemma":[0.9992428,0.0001093597,0.00004506655,0.000044725,0.0000081137,0.00002257992,0.0004434345,0.000001021647,0.00008287916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03395081,"threshold_uncertainty_score":0.06750637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084029921905392,"score_gpt":0.43190448117909,"score_spread":0.3235014889885509,"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."}}