{"id":"W4399789773","doi":"10.58931/cpct.2024.2126","title":"Practical Implementation of Diabetes Canada Guideline Updates for Type 2 Diabetes Management in Primary Care","year":2024,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Guideline; Primary care; Type 2 diabetes; Diabetes mellitus; Medicine; Diabetes management; Intensive care medicine; Family medicine; Endocrinology; Pathology","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":[0.02519533,0.001108402,0.0017175,0.004450783,0.003606844,0.005373687,0.005381966,0.009286232,0.02793509],"category_scores_gemma":[0.1389454,0.001026385,0.002391688,0.003644949,0.001226732,0.003504319,0.004283965,0.01050629,0.01034436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01813186,"about_ca_system_score_gemma":0.1021189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2628582,"about_ca_topic_score_gemma":0.5434861,"domain_scores_codex":[0.9602569,0.01255319,0.005058378,0.001007379,0.01870158,0.002422594],"domain_scores_gemma":[0.8635501,0.02229238,0.006483085,0.002691171,0.09031522,0.01466808],"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":[0.00001748923,0.000185225,0.0006110351,0.0004732716,0.00001507114,0.0001091019,0.0002402533,0.0002034004,0.00007172539,0.001460552,0.9064122,0.09020077],"study_design_scores_gemma":[0.0002095281,0.00008036174,0.003979463,0.006101939,0.0000403773,0.0001501007,0.0003696099,0.0005792113,0.0001677527,0.002615224,0.9856257,0.00008066696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002987599,0.01389542,0.01965264,0.6753818,0.02613182,0.01264162,0.01111457,0.00321669,0.2349779],"genre_scores_gemma":[0.03558996,0.04474591,0.3131059,0.4476981,0.01715364,0.01721411,0.02774428,0.001444442,0.09530361],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7371418,"threshold_uncertainty_score":0.5226564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542031312535916,"score_gpt":0.3082361081933425,"score_spread":0.2928157950679833,"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."}}