{"id":"W4410389667","doi":"10.1016/j.jcjd.2025.01.004","title":"Chronic Kidney Disease in Diabetes: A Clinical Practice Guideline","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Diabetes mellitus; Kidney disease; Clinical Practice; Intensive care medicine; Internal medicine; Family medicine; Pathology; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01213805,0.00215377,0.003811154,0.006087,0.002500881,0.004318119,0.004643796,0.01057841,0.00500835],"category_scores_gemma":[0.02629296,0.001212169,0.00461751,0.007443844,0.001672382,0.002708964,0.003332797,0.014068,0.00406721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009530571,"about_ca_system_score_gemma":0.04273716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06695744,"about_ca_topic_score_gemma":0.1297008,"domain_scores_codex":[0.9855783,0.00412455,0.005008197,0.0005368716,0.003977431,0.0007746012],"domain_scores_gemma":[0.9565018,0.008695822,0.006075226,0.0006168561,0.0229485,0.005161805],"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":[0.00008595415,0.0005226946,0.005260434,0.003217318,0.0002461462,0.0006222539,0.000291578,0.0009539201,0.0002559901,0.003470195,0.8555948,0.1294788],"study_design_scores_gemma":[0.00108496,0.0002917225,0.03646196,0.05510483,0.001191365,0.00282699,0.001169024,0.002409586,0.0004970277,0.01018584,0.8885445,0.0002320686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005131345,0.1354046,0.01786029,0.7230622,0.01993547,0.004618348,0.00769562,0.001016723,0.08527533],"genre_scores_gemma":[0.04490599,0.3543621,0.2501988,0.2543918,0.01846117,0.01204938,0.03175791,0.0004934328,0.03337946],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06695744,"threshold_uncertainty_score":0.1331354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162994002364577,"score_gpt":0.3205021683262992,"score_spread":0.3042027680898415,"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."}}