{"id":"W7123379193","doi":"","title":"CHRONIC KIDNEY DISEASE INCIDENCE AND ITS ASSOCIATED RISK FACTORS IN THE EASTERN MEDITERRANEAN REGION: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2025,"lang":"en","type":"dissertation","venue":"Qatar University QSpace (Qatar University)","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Kidney disease; Epidemiology; Observational study; Systematic review; Disease","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":[0.01865877,0.00208168,0.01598384,0.00832164,0.0006189172,0.003064764,0.002014237,0.00161047,0.003111788],"category_scores_gemma":[0.03858848,0.001201958,0.02880424,0.01028311,0.0006039877,0.001591636,0.001711525,0.001226072,0.0002993608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002698812,"about_ca_system_score_gemma":0.005565511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007459627,"about_ca_topic_score_gemma":0.01624422,"domain_scores_codex":[0.9896961,0.004290921,0.003463706,0.001023715,0.001213863,0.0003116295],"domain_scores_gemma":[0.9804063,0.01406764,0.003038053,0.0007004075,0.001630076,0.0001576002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0007624462,0.00002001032,0.005300927,0.5686512,0.4108604,0.000116706,0.0001096241,0.0004823514,0.0001406472,0.0001937358,0.0008401177,0.01252185],"study_design_scores_gemma":[0.0003318871,0.0001413225,0.006044758,0.07285941,0.9169848,0.000121681,0.00007168559,0.0002155573,0.0001069,0.0002502288,0.002841144,0.00003061778],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003983646,0.9927076,0.0009154485,0.0002328867,0.0001189449,0.0006408896,0.001090225,0.00002894329,0.0002813892],"genre_scores_gemma":[0.1216189,0.8671312,0.004209997,0.0008623668,0.0002550901,0.00396591,0.001551562,0.00003019767,0.0003747724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01865877,"threshold_uncertainty_score":0.09867817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889394923931321,"score_gpt":0.2486570215222173,"score_spread":0.2197630722829041,"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."}}