{"id":"W2329074688","doi":"10.7748/phc2004.02.14.1.35.c482","title":"Diabetes National Service Framework explained","year":2004,"lang":"en","type":"article","venue":"Primary Health Care","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"National Service Framework; Diabetes mellitus; Work (physics); Service (business); Series (stratigraphy); Gerontology; Medicine; Business; Engineering; Older people; Marketing; Mechanical engineering; Endocrinology; Geology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009115519,0.000248821,0.0004164491,0.0002114702,0.001572203,0.00001430704,0.0003793179,0.0002741567,0.0004831313],"category_scores_gemma":[0.0001320495,0.000245962,0.00006491767,0.0007321893,0.00002210207,0.0002475034,0.0002338794,0.000947657,0.002285155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002302663,"about_ca_system_score_gemma":0.0040233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332319,"about_ca_topic_score_gemma":0.001374578,"domain_scores_codex":[0.9964775,0.0003919222,0.0008171255,0.000411977,0.0006340904,0.001267379],"domain_scores_gemma":[0.9976892,0.0004624731,0.0003653176,0.0004073925,0.0005494294,0.0005261807],"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":[0.000344632,0.0004678022,0.09763748,0.09502531,0.0001879779,0.00001577703,0.2487807,0.0005568037,0.00004156307,0.2193371,0.3163502,0.0212546],"study_design_scores_gemma":[0.002300867,0.0001914581,0.09260408,0.001343847,0.00001444503,3.846864e-7,0.006200169,0.00001982097,0.000004455915,0.01234892,0.8845064,0.0004651286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2023074,0.005695179,0.0005260681,0.5879518,0.004304302,0.004737951,0.0003446568,0.001280683,0.192852],"genre_scores_gemma":[0.1579882,0.0003061751,0.00730764,0.830367,0.00223439,0.0005072339,0.0007212705,0.00007302434,0.0004950514],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5681562,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0415679409723302,"score_gpt":0.4252222272457916,"score_spread":0.3836542862734614,"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."}}