{"id":"W2911557642","doi":"","title":"Diabetes Canada 2018 clinical practice guidelines: Key messages for family physicians caring for patients living with type 2 diabetes.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Manitoba; College of Family Physicians of Canada; Women's College Hospital; Queen's University; Diabetes Canada","funders":"","keywords":"Guideline; Medicine; Prioritization; Hypoglycemia; MEDLINE; Diabetes management; Diabetes mellitus; Clinical Practice; Nursing; Type 2 diabetes; Family medicine; Process management; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002435213,0.0002481371,0.00060539,0.00005455955,0.00009767643,0.00005087217,0.000166755,0.0001113364,0.00001001785],"category_scores_gemma":[0.05878242,0.0002102932,0.0001359294,0.0002080546,0.00004266508,0.000477485,0.00007794768,0.0002345998,0.000006573969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553998,"about_ca_system_score_gemma":0.0006202867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008768487,"about_ca_topic_score_gemma":0.01280698,"domain_scores_codex":[0.9965714,0.0001028778,0.001478642,0.0005698262,0.0005539471,0.0007233564],"domain_scores_gemma":[0.9860461,0.009670462,0.0007952306,0.000482547,0.002785115,0.0002205493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003910582,0.0003744821,0.6391622,0.000257414,0.0004981325,9.561538e-7,0.00003679521,0.00004281442,0.00003279845,0.00001384619,0.134414,0.2247755],"study_design_scores_gemma":[0.004506779,0.0009552438,0.7408615,0.0001871593,0.0009937831,5.174102e-7,0.0006171713,0.001685174,0.00006784183,0.0000223065,0.249755,0.000347585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834565,0.0002024652,0.0003861903,0.007092599,0.002305079,0.005742041,0.0001011221,0.00007108737,0.00064292],"genre_scores_gemma":[0.9423518,0.00007006717,0.02360574,0.02955236,0.001292649,0.001883787,0.0002991717,0.0001147379,0.0008297033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2244279,"threshold_uncertainty_score":0.9978322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338448124562462,"score_gpt":0.4065307139837893,"score_spread":0.272685901527543,"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."}}