{"id":"W2168384277","doi":"10.1136/ebn.3.2.51","title":"Insulin adjustment by a diabetes nurse educator improved glucose control in patients with poorly controlled, “insulin requiring” diabetes","year":2000,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Insulin; Glycated haemoglobin; Internal medicine; Pediatrics; Endocrinology; Type 2 diabetes","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001144508,0.0005564332,0.001146816,0.0005645818,0.0001792048,0.0001609826,0.0003565939,0.0001793598,0.0007472947],"category_scores_gemma":[0.0004760404,0.0004265465,0.0002279931,0.0008541704,0.0004273251,0.0006476875,0.00001714214,0.0005652136,0.0001308734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007160042,"about_ca_system_score_gemma":0.0004086552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002929168,"about_ca_topic_score_gemma":0.000004251385,"domain_scores_codex":[0.995385,0.0004255119,0.0008069555,0.0008771066,0.001055468,0.001449985],"domain_scores_gemma":[0.9976187,0.0006598151,0.0002322675,0.0007027408,0.000275238,0.0005112592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01289257,0.005825203,0.47834,0.0004043365,0.0003321058,0.00001318287,0.0002720249,0.0001204678,0.004733332,0.00001046801,0.004721907,0.4923344],"study_design_scores_gemma":[0.181471,0.01370958,0.7340769,0.02475284,0.001426472,3.475419e-7,0.0003903336,0.03152762,0.00848178,0.0001303637,0.002312515,0.001720251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756956,0.01207204,0.00003190981,0.006795594,0.0003246125,0.004267581,0.00002755674,0.000142282,0.0006427873],"genre_scores_gemma":[0.9950801,0.00009344434,0.0003493982,0.0024923,0.000279751,0.0004980418,0.0001028111,0.00009530248,0.001008809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4906141,"threshold_uncertainty_score":0.9998186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00894833830991718,"score_gpt":0.2622399200229086,"score_spread":0.2532915817129914,"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."}}