{"id":"W2619948540","doi":"10.26633/rpsp.2017.90","title":"A review of the quality of current diabetes clinical practice guidelines","year":2017,"lang":"en","type":"review","venue":"Revista Panamericana de Salud Pública","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Current (fluid); Quality (philosophy); Clinical Practice; Diabetes mellitus; Medicine; Intensive care medicine; Family medicine; Engineering; Endocrinology; Electrical engineering","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":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.04784423,0.0007665674,0.003196731,0.0280178,0.0008963934,0.003920892,0.002868921,0.001869465,0.002466086],"category_scores_gemma":[0.2085761,0.001198273,0.00287817,0.03288637,0.001359341,0.004056819,0.001992502,0.001806904,0.0003781014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008091384,"about_ca_system_score_gemma":0.02719724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01713374,"about_ca_topic_score_gemma":0.04604439,"domain_scores_codex":[0.9370841,0.01948319,0.02862051,0.002151607,0.01193444,0.0007261444],"domain_scores_gemma":[0.7464216,0.1690795,0.03423991,0.00289547,0.04500405,0.002359481],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001186945,0.0000518597,0.007379905,0.4942631,0.001984561,0.0002021415,0.002747006,0.0002677337,0.0002315288,0.001821948,0.0237907,0.4671408],"study_design_scores_gemma":[0.00008951604,0.0001174961,0.01608916,0.8866414,0.004457721,0.0004192734,0.002187062,0.0001873964,0.0001753562,0.0007526656,0.0888261,0.00005696333],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003270156,0.9872831,0.0006547488,0.005468135,0.0005177286,0.0003543032,0.0009300337,0.00002357807,0.001498257],"genre_scores_gemma":[0.03033363,0.9592448,0.005589734,0.002674498,0.000203193,0.0006184882,0.001180322,0.00001753487,0.0001377613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9968033,"threshold_uncertainty_score":0.2530275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7618895737902285,"score_gpt":0.7052076437337518,"score_spread":0.0566819300564767,"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."}}