{"id":"W4390955638","doi":"10.1136/bmjopen-2023-074311","title":"Barriers to and facilitators of living guidelines use in low-income and middle-income countries: a scoping review","year":2024,"lang":"en","type":"review","venue":"BMJ Open","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cochrane","funders":"Monash University","keywords":"Medicine; Low and middle income countries; Guideline; High income countries; MEDLINE; Grey literature; Health care; Standard of living; Developing country; Environmental health; Gerontology; Economic growth; Political science; 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":[0.03516689,0.001210261,0.004343885,0.01298628,0.001569191,0.00679358,0.002330757,0.002394236,0.003892363],"category_scores_gemma":[0.1425166,0.001512629,0.005289241,0.0151134,0.001611943,0.005993139,0.003473594,0.002117929,0.0003873659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004577912,"about_ca_system_score_gemma":0.02529599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01565775,"about_ca_topic_score_gemma":0.02672827,"domain_scores_codex":[0.9695244,0.01376404,0.009928841,0.001260588,0.004506157,0.001015947],"domain_scores_gemma":[0.8587389,0.1129391,0.01621779,0.001105543,0.01009862,0.0008999346],"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":[0.0001490787,0.00006359932,0.006961886,0.8010543,0.002799272,0.0002449041,0.005413606,0.0001874601,0.00009912662,0.001673202,0.006283746,0.1750698],"study_design_scores_gemma":[0.00003457241,0.00005538562,0.005149831,0.9695327,0.004063895,0.0002028127,0.003400755,0.00006663728,0.00007614056,0.0003796764,0.01700793,0.00002971165],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00359792,0.9916565,0.0003119568,0.00207424,0.0001878437,0.0004394024,0.0002928432,0.00001022378,0.001429031],"genre_scores_gemma":[0.03286702,0.9632066,0.001156019,0.001051425,0.00008944417,0.00110623,0.0003574726,0.000009566676,0.0001562547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03516689,"threshold_uncertainty_score":0.1859825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4997180631657977,"score_gpt":0.6083557916807302,"score_spread":0.1086377285149325,"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."}}