{"id":"W2011697063","doi":"10.2174/157016309789054951","title":"Future Therapeutic Directions: New Medications and Insulin Delivery in a Changing World for Effective Diabetes Management","year":2009,"lang":"en","type":"review","venue":"Current Drug Discovery Technologies","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Neova Technologies Inc.","funders":"","keywords":"Glycemic; Medicine; Insulin; Diabetes mellitus; Intensive care medicine; Type 2 diabetes; Insulin glargine; Diabetes management; Insulin delivery; Insulin lispro; Type 1 diabetes; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002207832,0.0005981823,0.001420805,0.003898127,0.0001241498,0.0001006517,0.0002722449,0.0001788128,0.000003110659],"category_scores_gemma":[0.0000363266,0.0004474622,0.0003710598,0.002314845,0.0001229355,0.0002407481,0.0002860535,0.0004289363,0.000008330023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003915507,"about_ca_system_score_gemma":0.00008263028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001866281,"about_ca_topic_score_gemma":0.00002048398,"domain_scores_codex":[0.9979529,0.0000477135,0.0004898102,0.0007360797,0.0002084142,0.0005650468],"domain_scores_gemma":[0.99887,0.0002401028,0.0002553806,0.0005522015,0.00002573835,0.00005661427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009878559,0.0003131621,0.0001157779,0.01048583,0.0007494045,0.000004852374,0.00005318246,2.231754e-7,6.43883e-8,0.006227375,0.001828859,0.9802114],"study_design_scores_gemma":[0.0009708196,0.0001100027,0.0001599519,0.02220609,0.003647143,0.000001111259,0.0004968326,0.00000897741,0.000006529788,0.003104531,0.9688997,0.0003883143],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008453947,0.9903154,0.00008309198,0.001253374,0.000592993,0.006614901,0.00004343749,0.0006200563,0.0003921557],"genre_scores_gemma":[0.0001705908,0.992156,0.0004696464,0.00004798306,0.0001808155,0.004351707,0.0003497165,0.00004886467,0.002224618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9798231,"threshold_uncertainty_score":0.9997977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237956429797906,"score_gpt":0.3157275071016662,"score_spread":0.2933479428036872,"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."}}