{"id":"W2091190719","doi":"10.1002/pdi.368","title":"Diabetes education and professional roles","year":2002,"lang":"en","type":"article","venue":"Practical Diabetes International","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Accreditation; Diabetes mellitus; Certification; Service (business); Health professionals; Diabetes management; Nursing; Health care; Medical education; Family medicine; Type 2 diabetes; Management; Political science","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":[0.01210718,0.0004709452,0.0005891403,0.001724861,0.005546339,0.01331891,0.001745853,0.0045669,0.03336456],"category_scores_gemma":[0.02628177,0.0003219592,0.0004106222,0.001324219,0.006071631,0.006621136,0.0108048,0.008795668,0.00971015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006327578,"about_ca_system_score_gemma":0.01821217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005597646,"about_ca_topic_score_gemma":0.007685636,"domain_scores_codex":[0.9862489,0.005213776,0.0005175454,0.0008494004,0.003181706,0.0039887],"domain_scores_gemma":[0.9625163,0.00598425,0.001338381,0.0009219139,0.004647695,0.02459149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008295632,0.0003305876,0.002709882,0.0004831493,0.00001067799,0.0004861554,0.01299545,0.00006636258,0.0001434121,0.2064061,0.4574303,0.318855],"study_design_scores_gemma":[0.00001905042,0.00004434546,0.001229564,0.001258857,0.000003362522,0.0006159001,0.007638242,0.00003129895,0.00005006951,0.03519781,0.9538931,0.00001849301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009384379,0.04085182,0.00418777,0.3742197,0.01889733,0.000155544,0.0002621602,0.0001617977,0.5518795],"genre_scores_gemma":[0.3507804,0.05396118,0.01390776,0.1894511,0.007506968,0.0005632511,0.0008065823,0.0002540042,0.3827687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03336456,"threshold_uncertainty_score":0.1116156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06181160968319578,"score_gpt":0.4670167768041666,"score_spread":0.4052051671209708,"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."}}