{"id":"W2091552263","doi":"10.1002/pdi.1267","title":"Advances in diabetes care?","year":2008,"lang":"en","type":"article","venue":"Practical Diabetes International","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Disease; Intensive care medicine; Presentation (obstetrics); Adverse effect; Diabetes management; Pediatrics; Type 2 diabetes; Internal medicine; Surgery; Endocrinology","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":[0.007570535,0.0009303262,0.001007025,0.001565553,0.002355282,0.009834372,0.001630115,0.005629993,0.09501112],"category_scores_gemma":[0.02300391,0.0003012113,0.0006392996,0.002058836,0.003032187,0.008882313,0.005376695,0.01327038,0.03202317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004072756,"about_ca_system_score_gemma":0.008632454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003930601,"about_ca_topic_score_gemma":0.007005288,"domain_scores_codex":[0.9946933,0.001777709,0.0004150923,0.0005524592,0.001896985,0.0006643381],"domain_scores_gemma":[0.9821524,0.003376062,0.0008209277,0.001248791,0.004213952,0.008187761],"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":[0.00003528731,0.0000504949,0.0004355137,0.0003139384,0.00001559472,0.0000902285,0.0001791462,0.00002845587,0.00003751407,0.02005277,0.8385787,0.1401823],"study_design_scores_gemma":[0.00001179762,0.00001573899,0.0003567194,0.0009340189,0.00000615293,0.00009797792,0.0002298303,0.00001741807,0.00001095642,0.008994227,0.989318,0.000007109236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003748784,0.123871,0.0007262367,0.7458377,0.06513955,0.00002748529,0.0003228094,0.0001587713,0.06354155],"genre_scores_gemma":[0.01786727,0.3045286,0.005631386,0.4890511,0.1031439,0.0001571383,0.001291041,0.0002377801,0.07809179],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09501112,"threshold_uncertainty_score":0.3178439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681008434113086,"score_gpt":0.304998567839264,"score_spread":0.2881884834981332,"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."}}