{"id":"W2905466652","doi":"10.7189/jogh.08.020410","title":"Costs associated with management of non-communicable diseases in the Arab Region: a scoping review","year":2018,"lang":"en","type":"review","venue":"Journal of Global Health","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Activity-based costing; Medicine; MEDLINE; Environmental health; Indirect costs; Health care; Developing country; Population; Family medicine; Business; Economic growth; Political science; Accounting; Economics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01261047,0.001415539,0.003895783,0.01913645,0.001136667,0.004332568,0.001412726,0.002097551,0.003386547],"category_scores_gemma":[0.06064863,0.0009759979,0.005615868,0.01688398,0.0008374534,0.003021416,0.001636726,0.001408455,0.000247569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006207498,"about_ca_system_score_gemma":0.01573785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135159,"about_ca_topic_score_gemma":0.02256919,"domain_scores_codex":[0.9882826,0.004311417,0.004180045,0.0004624454,0.002405734,0.0003578658],"domain_scores_gemma":[0.9462286,0.04123456,0.007406753,0.0003801299,0.00446539,0.000284625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002352167,0.00004431184,0.003566006,0.8228067,0.005015255,0.0002744535,0.0007818544,0.0004444819,0.0001216074,0.001461704,0.005111622,0.1601368],"study_design_scores_gemma":[0.00006650852,0.00009842106,0.007908966,0.9500487,0.0129302,0.0005615096,0.001277279,0.0001586146,0.0001390018,0.0006796127,0.02609603,0.00003514248],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002239537,0.994817,0.0001824206,0.0007793862,0.0002266901,0.0002926002,0.0004496364,0.000004712481,0.001008074],"genre_scores_gemma":[0.01360579,0.9847196,0.0005956525,0.0003080591,0.0001264788,0.0003451056,0.0002152766,0.000002976253,0.00008095278],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01913645,"threshold_uncertainty_score":0.06669134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08904545782448102,"score_gpt":0.4320498706721161,"score_spread":0.3430044128476351,"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."}}