{"id":"W2083040175","doi":"10.1002/pdi.1560","title":"The work of a dedicated inpatient diabetes care team in a district general hospital","year":2011,"lang":"en","type":"article","venue":"Practical Diabetes International","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Audit; Diabetes mellitus; Inpatient care; Medical prescription; Emergency medicine; Multidisciplinary team; Diabetes management; Family medicine; Quarter (Canadian coin); Type 2 diabetes; Medical emergency; Health care; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00148473,0.000397439,0.0003000683,0.001103136,0.004864748,0.002189345,0.001647818,0.00115838,0.00672706],"category_scores_gemma":[0.004603011,0.0007042928,0.000401346,0.0008880402,0.001623441,0.0008192909,0.004527233,0.001627493,0.0009703042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006762788,"about_ca_system_score_gemma":0.008678131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02785617,"about_ca_topic_score_gemma":0.05823406,"domain_scores_codex":[0.9960801,0.001390327,0.000198241,0.000391572,0.0004946819,0.001445018],"domain_scores_gemma":[0.9880124,0.0005133846,0.001062722,0.0003743905,0.0007246622,0.009312291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00100584,0.004074701,0.6285713,0.0007628088,0.0002600294,0.04035099,0.01630368,0.003472462,0.006179786,0.001139646,0.04145067,0.2564281],"study_design_scores_gemma":[0.0003376255,0.006009526,0.8203465,0.0007140794,0.0002005209,0.02851943,0.09143787,0.002598773,0.001264828,0.0008177101,0.04747857,0.0002745478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846539,0.0007519785,0.001110735,0.004272643,0.0004285302,0.0001887673,0.0001806941,0.0001238381,0.008288908],"genre_scores_gemma":[0.9900188,0.0006523156,0.003057724,0.002210577,0.0002344994,0.00006648674,0.0001793592,0.00003552492,0.003544752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02785617,"threshold_uncertainty_score":0.05538803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601673967328261,"score_gpt":0.3052914695779235,"score_spread":0.2792747299046409,"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."}}