{"id":"W4405973982","doi":"10.3390/clinpract15010009","title":"Guidelines for the Management of Complications of Diabetes in Saudi Arabia Using Delphi Technique for Consensus Among National Experts","year":2024,"lang":"en","type":"article","venue":"Clinics and Practice","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Alfaisal University","keywords":"Medicine; Delphi method; Delphi; Diabetes mellitus; Diabetes management; Disease management; Disease; Family medicine; MEDLINE; Type 2 diabetes; Internal medicine","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":[0.1121691,0.001166292,0.00108846,0.008685621,0.003871292,0.003254293,0.002957599,0.002312948,0.00660394],"category_scores_gemma":[0.1059507,0.0008499091,0.002080361,0.00418921,0.002850769,0.003263794,0.00779893,0.002614388,0.001116929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007845972,"about_ca_system_score_gemma":0.03141369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004275006,"about_ca_topic_score_gemma":0.007338803,"domain_scores_codex":[0.8470038,0.1227628,0.01502362,0.002026595,0.01053699,0.002646098],"domain_scores_gemma":[0.9260128,0.04161042,0.005086283,0.002776282,0.02258874,0.001925493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005669068,0.0009780425,0.011259,0.01807703,0.000267016,0.001811759,0.2434472,0.005238676,0.005076412,0.05046132,0.0828085,0.580008],"study_design_scores_gemma":[0.0007653233,0.001907591,0.02596466,0.0500052,0.0004727271,0.002897303,0.30107,0.0161544,0.005313514,0.1175456,0.4772479,0.0006556519],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2262096,0.01624916,0.29612,0.06441335,0.002992413,0.2713517,0.003344398,0.0006649517,0.1186545],"genre_scores_gemma":[0.2589144,0.006260306,0.6247397,0.003921703,0.000174179,0.09928362,0.001100592,0.00007164587,0.005533905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1121691,"threshold_uncertainty_score":0.5932143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4658138637867865,"score_gpt":0.5922874561275248,"score_spread":0.1264735923407382,"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."}}