{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001127695,0.000229007,0.0003962815,0.00061942,0.001188299,0.0008805761,0.0005731389,0.001900371,0.02070696],"category_scores_gemma":[0.005694324,0.0001458738,0.0005661151,0.0006066455,0.0003990845,0.00138756,0.001009422,0.001378223,0.003750723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602561,"about_ca_system_score_gemma":0.000974068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007790244,"about_ca_topic_score_gemma":0.004460427,"domain_scores_codex":[0.9987187,0.0005146209,0.0001488305,0.00004106597,0.0004986436,0.00007816189],"domain_scores_gemma":[0.997652,0.0009990123,0.0004656038,0.0001064771,0.0002729243,0.000504021],"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":[0.0001857402,0.0004392739,0.007251639,0.001658313,0.00002680229,0.003491094,0.002457638,0.0001928297,0.001607326,0.005100096,0.1435751,0.8340142],"study_design_scores_gemma":[0.00019785,0.0006820388,0.01832853,0.006594128,0.0001218762,0.0178032,0.004871245,0.0004378369,0.0006241204,0.01499901,0.9352657,0.00007447774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05625533,0.1658265,0.006618234,0.23166,0.00767681,0.0003983917,0.0003710049,0.0004195509,0.5307742],"genre_scores_gemma":[0.307602,0.4401799,0.06452726,0.08140104,0.01447734,0.0005779319,0.0004586112,0.0001516013,0.0906242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02070696,"threshold_uncertainty_score":0.06927168,"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."}}