{"id":"W6978005957","doi":"10.7910/dvn/dkjvpg","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":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Malaria; Observational study; District hospital; Sierra leone; Regional hospital; Prospective cohort study","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":[0.001432915,0.0005420503,0.00079711,0.001425031,0.0006598551,0.0008447305,0.001413947,0.0008414488,0.003187169],"category_scores_gemma":[0.0070869,0.0006313148,0.0007433397,0.002936709,0.0002537712,0.0006459145,0.001324265,0.001290968,0.0009714133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288435,"about_ca_system_score_gemma":0.001589671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1047968,"about_ca_topic_score_gemma":0.1003244,"domain_scores_codex":[0.9988467,0.0003158724,0.0002141942,0.0002538956,0.000154223,0.0002151344],"domain_scores_gemma":[0.9962168,0.0007800056,0.001359787,0.0003997234,0.0006394154,0.0006042149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001185266,0.0003314349,0.9396763,0.0006263811,0.0006885575,0.0002585568,0.0003377127,0.0005795344,0.0001289979,0.0001944219,0.05275423,0.003238525],"study_design_scores_gemma":[0.0004972618,0.0001831668,0.9863403,0.0004972303,0.0002543823,0.0002256909,0.0007879722,0.0005984367,0.00007198444,0.00009569978,0.01041162,0.00003617686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4614578,0.00148012,0.0001857027,0.0006838145,0.00005718783,0.0001644726,0.5342921,0.00004319111,0.001635605],"genre_scores_gemma":[0.5040557,0.001055708,0.0006845843,0.0004949386,0.00005632012,0.000958697,0.4913321,0.00002902844,0.001332945],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1047968,"threshold_uncertainty_score":0.2083737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345323890520665,"score_gpt":0.2775594327342102,"score_spread":0.2541061938290035,"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."}}