{"id":"W2542745755","doi":"10.1055/s-0042-108055","title":"Success Rates in a Diabetes Specialist Nurse-Led Education Programme: Re-setting the Glucostat","year":2016,"lang":"en","type":"article","venue":"Experimental and Clinical Endocrinology & Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Diabetes mellitus; Dieticians; Type 2 diabetes; Internal medicine; Demography; Family 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02010769,0.0004435145,0.0006725502,0.001105926,0.0009292088,0.002709079,0.0017229,0.0009751362,0.00221015],"category_scores_gemma":[0.05867234,0.0004424002,0.0007548335,0.001290642,0.0006000446,0.001935875,0.003672438,0.001788866,0.0004895248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003019021,"about_ca_system_score_gemma":0.006628702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02172579,"about_ca_topic_score_gemma":0.03371429,"domain_scores_codex":[0.9874867,0.005283871,0.001070399,0.0007400112,0.003636811,0.001782216],"domain_scores_gemma":[0.963833,0.01397409,0.006370853,0.0020026,0.004774114,0.009045331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001271015,0.001677665,0.6346791,0.001828749,0.0002257352,0.001186558,0.009263359,0.0008740008,0.0006375153,0.0003835151,0.005111482,0.3428612],"study_design_scores_gemma":[0.0002601694,0.002583064,0.9807596,0.001763009,0.0001731286,0.0008512542,0.005004459,0.001026588,0.0005453682,0.0001317463,0.006842627,0.00005907179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812776,0.003953709,0.0005578605,0.004015563,0.0002465487,0.0005302518,0.0002018524,0.00009725886,0.009119163],"genre_scores_gemma":[0.994078,0.002012325,0.00114065,0.0008630799,0.00009861914,0.0001824858,0.0002436563,0.00003327306,0.00134785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02172579,"threshold_uncertainty_score":0.1063409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207099909640151,"score_gpt":0.3635050154531009,"score_spread":0.3414340163566993,"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."}}