{"id":"W4408933806","doi":"10.1016/j.jcjd.2025.01.001","title":"Glycemic Management Across the Lifespan for People With Type 1 Diabetes: A Clinical Practice Guideline","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada","funders":"","keywords":"Medicine; Guideline; Glycemic; Type 2 diabetes; Diabetes management; Clinical Practice; Intensive care medicine; Diabetes mellitus; Gerontology; Family medicine; Endocrinology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00654069,0.001953181,0.003161555,0.003454027,0.002613248,0.003463636,0.004317573,0.01125066,0.004887029],"category_scores_gemma":[0.01711152,0.0008571444,0.004108419,0.003422296,0.001141292,0.002742422,0.002582519,0.01515327,0.002894199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006363866,"about_ca_system_score_gemma":0.02786774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05945111,"about_ca_topic_score_gemma":0.1394452,"domain_scores_codex":[0.9943348,0.001439924,0.00171227,0.0003535004,0.001802061,0.0003574953],"domain_scores_gemma":[0.9814618,0.003663258,0.002161554,0.000254761,0.009310353,0.003148299],"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":[0.0001366863,0.0009081226,0.005341175,0.003694135,0.0003994404,0.001052511,0.0004415711,0.001084688,0.0003821254,0.00372712,0.7700577,0.2127746],"study_design_scores_gemma":[0.001840216,0.0005031495,0.03772299,0.09019348,0.002089848,0.003437442,0.001751889,0.003771182,0.0006851945,0.01511013,0.8425716,0.0003228794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005683675,0.1380726,0.01683931,0.7601234,0.01519923,0.002422955,0.003543779,0.001068739,0.05704632],"genre_scores_gemma":[0.05548697,0.3994365,0.2008334,0.2826464,0.01667203,0.007125596,0.01190351,0.0003561614,0.02553944],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05945111,"threshold_uncertainty_score":0.1182101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474091145240168,"score_gpt":0.3715494827126792,"score_spread":0.3468085712602775,"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."}}