{"id":"W2965330563","doi":"10.1007/s41669-019-0159-7","title":"Early Economic Evaluation to Identify the Necessary Test Characteristics of a New Typhoid Test to be Cost Effective in Ghana","year":2019,"lang":"en","type":"article","venue":"PharmacoEconomics - Open","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Typhoid fever; Widal test; Test (biology); Economic evaluation; Medicine; Decision tree; Computer science; Salmonella typhi; Artificial intelligence","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":[0.01250382,0.0007709148,0.001155641,0.001035373,0.0002444733,0.002044882,0.0006474738,0.001005093,0.006656462],"category_scores_gemma":[0.04765018,0.0004123873,0.001582036,0.0009763783,0.0005146791,0.001884063,0.0007821017,0.00166575,0.0002295284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006367482,"about_ca_system_score_gemma":0.004576155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008095545,"about_ca_topic_score_gemma":0.005106406,"domain_scores_codex":[0.9929739,0.005950276,0.0001351102,0.0001373359,0.0004186301,0.0003846984],"domain_scores_gemma":[0.9634869,0.03342879,0.001289491,0.0002680324,0.001213497,0.0003133201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009296509,0.000842143,0.03432248,0.0030696,0.001237058,0.001131446,0.0002487082,0.8038918,0.001829777,0.03333826,0.005184472,0.1056078],"study_design_scores_gemma":[0.001622751,0.004420656,0.04098633,0.001936011,0.001965842,0.0006636794,0.001080729,0.8969139,0.003048695,0.03131211,0.01593483,0.0001144506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8093759,0.01726274,0.1176597,0.0106649,0.0002651786,0.005000143,0.004742017,0.0001417949,0.03488766],"genre_scores_gemma":[0.9820123,0.001901331,0.0135036,0.0003203874,0.0000255724,0.0004717904,0.0006646223,0.0000104381,0.001090013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250382,"threshold_uncertainty_score":0.0661273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05873437870558364,"score_gpt":0.3704102202133898,"score_spread":0.3116758415078062,"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."}}