{"id":"W4200199436","doi":"10.1136/bmjopen-2021-053857","title":"Assessing the impact of screening, early identification and intervention programmes for chronic kidney disease: protocol for a scoping review","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"Novo Nordisk; Fresenius Medical Care North America; Akebia Therapeutics; GlaxoSmithKline; AstraZeneca","keywords":"Medicine; Protocol (science); Kidney disease; Intervention (counseling); Identification (biology); Public health; Disease; Alternative medicine; Health services research; Epidemiology; Family medicine; Nursing; Internal medicine; 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":[0.1232401,0.006359824,0.01271049,0.01407566,0.006033954,0.01035526,0.00721546,0.009400997,0.08320414],"category_scores_gemma":[0.1153747,0.006510213,0.01771742,0.01571166,0.005985891,0.01021196,0.009019474,0.009351503,0.01666469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01952744,"about_ca_system_score_gemma":0.08700054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006827899,"about_ca_topic_score_gemma":0.01359838,"domain_scores_codex":[0.9477052,0.0232567,0.01623988,0.003516488,0.006404829,0.00287699],"domain_scores_gemma":[0.9268982,0.02655589,0.01180651,0.006146437,0.02513141,0.003461521],"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":[0.01047306,0.001370135,0.00147136,0.8006497,0.002116867,0.001670508,0.008823198,0.003961506,0.003309366,0.01285769,0.05984151,0.09345504],"study_design_scores_gemma":[0.02700699,0.003831496,0.007021276,0.5560493,0.005324802,0.0009306528,0.006951272,0.0020436,0.003374215,0.01796694,0.3687955,0.0007040214],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001919684,0.0005389603,0.0008437888,0.0002140116,0.0001301893,0.9962115,0.001415491,0.00003634537,0.0004178137],"genre_scores_gemma":[0.0001490831,0.0005916735,0.002759935,0.00009574088,0.00001286226,0.995885,0.0003049003,0.000004613588,0.0001962011],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1232401,"threshold_uncertainty_score":0.6517636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2313184358143523,"score_gpt":0.5944757203984027,"score_spread":0.3631572845840504,"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."}}