{"id":"W2971971339","doi":"10.1136/bmjopen-2018-022392","title":"Quality appraisal of clinical practice guidelines for diabetes mellitus published in China between 2007 and 2017 using the AGREE II instrument","year":2019,"lang":"en","type":"review","venue":"BMJ Open","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rigour; Guideline; Checklist; Family medicine; China; MEDLINE; Subgroup analysis; Meta-analysis; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0560286,0.0004654499,0.004573748,0.0001555152,0.0001245747,0.0002018603,0.0009157463,0.0005303733,0.0001066375],"category_scores_gemma":[0.3415902,0.0002941369,0.0005883115,0.000339207,0.0001499994,0.001106051,0.001819866,0.0009306498,0.000008646889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020149,"about_ca_system_score_gemma":0.003045067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569975,"about_ca_topic_score_gemma":0.0001067609,"domain_scores_codex":[0.9854931,0.002106642,0.01016414,0.0009354417,0.0008508122,0.0004498983],"domain_scores_gemma":[0.9499331,0.03521706,0.0102145,0.002271979,0.002036047,0.0003272716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003280579,0.0002534194,0.005026398,0.01013647,0.00063873,0.000002511792,0.00005239109,0.00000111312,2.259824e-7,0.00007635573,0.03043546,0.9530489],"study_design_scores_gemma":[0.003582615,0.0005214951,0.004785894,0.008014258,0.003664695,0.00002190183,0.0002510803,0.0001703768,3.846878e-7,0.00009145873,0.978559,0.0003368287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001764697,0.8923094,0.0005126948,0.03948016,0.002712124,0.06083357,0.0006577506,0.00002759319,0.001701972],"genre_scores_gemma":[0.00007038084,0.9134817,0.07800797,0.00300338,0.002869268,0.001014927,0.001208764,0.000104099,0.000239574],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9527121,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8348423082150783,"score_gpt":0.7217118800539023,"score_spread":0.113130428161176,"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."}}