{"id":"W2908584389","doi":"10.1038/sj.bdj.2019.48","title":"Uptake of best practice recommendations in the management of patients with diabetes and periodontitis: a cross-sectional survey of dental clinicians","year":2019,"lang":"en","type":"article","venue":"BDJ","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"British Society of Periodontology; National Institute for Health and Care Research","keywords":"Medicine; Periodontitis; Dental practice; Dentistry; Cross-sectional study; Diabetes mellitus; Family medicine; Best practice; Clinical Practice; Diabetes management; MEDLINE; Type 2 diabetes","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007197702,0.0000590991,0.0001501784,0.00005433148,0.00003669583,0.00001990168,0.0001489887,0.00005659803,0.0003361877],"category_scores_gemma":[0.00006704624,0.00004460263,0.00002618595,0.000161208,0.0001555998,0.0001401736,0.00006945177,0.0001151786,0.00001912796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001012756,"about_ca_system_score_gemma":0.00002098399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004082514,"about_ca_topic_score_gemma":0.001819057,"domain_scores_codex":[0.9990858,0.0002110205,0.0003184616,0.000140557,0.0001348932,0.0001092438],"domain_scores_gemma":[0.9992334,0.0002430322,0.0001685131,0.0001648275,0.0001779848,0.00001229655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645436,0.0004125981,0.9982566,0.00009272269,0.00008830407,0.00000176822,0.0001108265,0.000002559152,0.00007855148,0.00009077683,0.00008961117,0.0006111842],"study_design_scores_gemma":[0.0009215033,0.0002800791,0.9972942,0.00005309901,0.00001065543,0.000002093635,0.0004695221,0.000003065054,0.00006264797,0.000003854233,0.0008558912,0.00004331538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975991,0.000106308,0.000002624014,0.00001974102,0.0001378998,0.0002914031,0.0006705653,0.000001738381,0.001170567],"genre_scores_gemma":[0.9990016,0.00004253507,0.0002856033,0.00001804946,0.000004696848,0.000009086056,0.0001933374,0.000005391523,0.000439664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001410805,"threshold_uncertainty_score":0.3681019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240132212644904,"score_gpt":0.3507125349772066,"score_spread":0.3183112128507576,"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."}}