{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01298349,0.001381569,0.001867585,0.006154432,0.004805885,0.004751633,0.005324162,0.01001442,0.01850385],"category_scores_gemma":[0.09047327,0.00103817,0.002078232,0.007140568,0.001892497,0.003341027,0.003659348,0.01118466,0.01022418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02969948,"about_ca_system_score_gemma":0.1757056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5032861,"about_ca_topic_score_gemma":0.7080013,"domain_scores_codex":[0.9822631,0.004801252,0.003982853,0.0005288799,0.007181748,0.001242063],"domain_scores_gemma":[0.8867197,0.01576187,0.00887142,0.001377025,0.07561117,0.01165877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001189766,0.00007107604,0.0006208133,0.001027322,0.00001114975,0.00006231192,0.0001849366,0.00008067076,0.00003701462,0.000664438,0.9447655,0.05246293],"study_design_scores_gemma":[0.0002038358,0.00005320384,0.005621978,0.01881686,0.0000718631,0.0002838192,0.0009404183,0.0002912288,0.000116745,0.002818297,0.9706866,0.00009519805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001424519,0.04345585,0.006853328,0.8319563,0.01713861,0.00651604,0.01234997,0.001097189,0.07920816],"genre_scores_gemma":[0.02877209,0.1464522,0.3112448,0.3672912,0.0117775,0.02454058,0.04459989,0.0007428502,0.0645789],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4967139,"threshold_uncertainty_score":0.9992782,"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."}}