{"id":"W2922575512","doi":"10.5334/aogh.2392","title":"Review of Non-Communicable Disease Research Activity in Kuwait: Where is the Evidence for the Best Practice?","year":2019,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Communicable disease; Non-communicable disease; Environmental health; Medicine; Disease; Internal medicine; Nursing; Public health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02786268,0.001446498,0.006811963,0.03014786,0.001450326,0.007738228,0.003086251,0.002859498,0.00504161],"category_scores_gemma":[0.1306683,0.001568209,0.004784713,0.03487751,0.002100297,0.005765194,0.002975826,0.002386939,0.0007502871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009680405,"about_ca_system_score_gemma":0.04148339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220752,"about_ca_topic_score_gemma":0.05504879,"domain_scores_codex":[0.9717633,0.008924155,0.01193616,0.001808334,0.004795363,0.0007727154],"domain_scores_gemma":[0.8281794,0.1064825,0.0306534,0.003331215,0.02905154,0.002301927],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0001573813,0.00002696918,0.003176685,0.7326602,0.004127912,0.0002264751,0.001024522,0.0002215339,0.0003494716,0.001138616,0.01495637,0.2419339],"study_design_scores_gemma":[0.00004163095,0.00007326283,0.009054502,0.9131727,0.009164888,0.000295265,0.0008297848,0.00008270291,0.000150769,0.0006943961,0.06640248,0.00003764341],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004103382,0.9964209,0.00008673457,0.002044188,0.0004614341,0.00004395955,0.0001967901,0.000008736437,0.0003269475],"genre_scores_gemma":[0.006233121,0.9912049,0.0006044941,0.001319831,0.0002839062,0.00009432074,0.0001787607,0.000006824002,0.00007382358],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9721373,"threshold_uncertainty_score":0.1473537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3099048109427587,"score_gpt":0.5528920597921662,"score_spread":0.2429872488494074,"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."}}