{"id":"W1996430445","doi":"10.12968/npre.2003.1.1.11181","title":"Prescribing options for treating people with diabetes mellitus","year":2003,"lang":"en","type":"article","venue":"Nurse Prescribing","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Diabetes mellitus; Medical prescription; Intensive care medicine; Type 2 diabetes; Type 2 Diabetes Mellitus; Nursing; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002177287,0.0002129965,0.0003281849,0.00009594316,0.0003476691,0.00002944991,0.00006437732,0.00009189645,0.0001269887],"category_scores_gemma":[0.0001432906,0.0001720743,0.0001105783,0.0001528132,0.00005658784,0.0001609334,0.00001018426,0.00017043,0.00001879621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001137071,"about_ca_system_score_gemma":0.00009479627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001566907,"about_ca_topic_score_gemma":0.00002572471,"domain_scores_codex":[0.9987053,0.0000727696,0.0002092652,0.0003616556,0.0001522248,0.0004988151],"domain_scores_gemma":[0.9991867,0.0002061186,0.00007286356,0.0002536755,0.0001022765,0.0001783466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001409059,0.00391544,0.7768662,0.0008562141,0.002171568,0.0001194397,0.009286201,0.001580031,0.1597016,0.01992059,0.005253566,0.01892002],"study_design_scores_gemma":[0.02679686,0.003615963,0.0706314,0.001666737,0.005694525,0.0002215735,0.004349582,0.01052102,0.856209,0.00150943,0.0173757,0.00140819],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986168,0.001832034,0.001665067,0.0005187808,0.0002040048,0.001254607,0.00001569888,0.0001812883,0.008160518],"genre_scores_gemma":[0.9830092,0.00002789764,0.01489447,0.0002464439,0.00009502802,0.000374444,0.00003852099,0.00003854846,0.001275443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7062348,"threshold_uncertainty_score":0.7016986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408479264001271,"score_gpt":0.2894093903491169,"score_spread":0.2653245977091042,"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."}}