{"id":"W2469776563","doi":"10.1097/00000446-200202000-00017","title":"Making Diabetes Management Routine","year":2002,"lang":"en","type":"review","venue":"AJN American Journal of Nursing","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Diabetes mellitus; Medicine; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007538695,0.0005142056,0.004173939,0.0007694151,0.0000887292,0.00007093008,0.0003348578,0.0001106328,0.00009086444],"category_scores_gemma":[0.00007206049,0.0003992978,0.002496004,0.0008050866,0.00033318,0.0001041401,0.0000414366,0.0008727901,0.00004920517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005645433,"about_ca_system_score_gemma":0.0001017612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000011629,"about_ca_topic_score_gemma":3.266056e-7,"domain_scores_codex":[0.9967148,0.0002907086,0.001212958,0.0003351692,0.0008451087,0.000601293],"domain_scores_gemma":[0.9972183,0.00009149502,0.001682646,0.0005825962,0.0001511402,0.0002738475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001083593,0.0001818311,0.0000106887,0.003194695,0.002449461,0.0003520564,0.0001118278,0.000001601542,6.771307e-8,0.000008588207,0.001126221,0.9925521],"study_design_scores_gemma":[0.0005308108,0.0006915897,0.0001623975,0.1185609,0.01101752,0.00117153,0.0002990138,0.000006299393,9.323326e-7,0.00001829175,0.8671911,0.000349667],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001337738,0.9902536,0.0003024935,0.0001387856,0.0007251155,0.0005029658,0.000004559365,0.00003384593,0.00790483],"genre_scores_gemma":[0.001373098,0.9898497,0.006483157,0.0001502298,0.001695226,0.00001016818,0.000008722941,0.0001362346,0.0002934898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9922025,"threshold_uncertainty_score":0.9998459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08363930444455325,"score_gpt":0.3783033471317479,"score_spread":0.2946640426871946,"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."}}