{"id":"W2111602466","doi":"10.1186/1475-2875-9-92","title":"Determining utility values related to malaria and malaria chemoprophylaxis","year":2010,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Malaria; Chemoprophylaxis; Medicine; Public health; Environmental health; Plasmodium falciparum; Intensive care medicine; Immunology; Surgery; Pathology","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":[0.007591127,0.000490124,0.0004267455,0.001630431,0.0001893506,0.001089138,0.0004519708,0.0005806219,0.003021741],"category_scores_gemma":[0.05659932,0.00015188,0.0008665898,0.001234826,0.0006315847,0.0007371613,0.0007781168,0.0006029882,0.0002646107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069034,"about_ca_system_score_gemma":0.0005937871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983014,"about_ca_topic_score_gemma":0.001588334,"domain_scores_codex":[0.9957616,0.003112477,0.0002067849,0.0001687694,0.0005764723,0.0001739972],"domain_scores_gemma":[0.9555991,0.03927394,0.002344643,0.0009917972,0.001231552,0.000559054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002218765,0.0006446327,0.7194725,0.0006196739,0.001137339,0.0003131566,0.001236604,0.1161416,0.0009528657,0.01117488,0.002412804,0.1436751],"study_design_scores_gemma":[0.0001974522,0.003213052,0.5283735,0.0005701687,0.0006245018,0.001329743,0.001892253,0.3974471,0.003878029,0.05762123,0.00468666,0.0001663096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603527,0.0008322155,0.02982946,0.0003068887,0.00001708799,0.0002482018,0.001331368,0.00003923656,0.007042821],"genre_scores_gemma":[0.9929718,0.0001207388,0.006222246,0.00001844477,0.000004362572,0.00006590979,0.0004252233,0.000003951544,0.000167253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007591127,"threshold_uncertainty_score":0.04014623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0126842287915982,"score_gpt":0.285292145022385,"score_spread":0.2726079162307868,"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."}}