{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001299778,0.0008454513,0.001227997,0.00118438,0.0005820731,0.00202655,0.0009926751,0.002618082,0.01478817],"category_scores_gemma":[0.0009403614,0.0002434062,0.000710055,0.001264697,0.0009379324,0.00460374,0.0008997944,0.003394605,0.00759057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009922221,"about_ca_system_score_gemma":0.001876601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006771423,"about_ca_topic_score_gemma":0.001577677,"domain_scores_codex":[0.9994252,0.0001499546,0.00004751968,0.0000618235,0.0002652779,0.00005021692],"domain_scores_gemma":[0.9994826,0.0001916101,0.00006802294,0.00002300474,0.000158163,0.00007661033],"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":[0.00009348913,0.00023224,0.0002018017,0.008178093,0.00004277408,0.0004171747,0.000130461,0.0002935957,0.002839004,0.02399453,0.1170334,0.8465434],"study_design_scores_gemma":[0.00002783676,0.00009930544,0.0003402362,0.001866302,0.00002828942,0.0009561937,0.0001317851,0.0001377772,0.000290201,0.008522031,0.9875826,0.00001743632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000285726,0.9794932,0.0008715311,0.008808227,0.002079082,0.00001791539,0.00002717874,0.00003951984,0.008377712],"genre_scores_gemma":[0.001778965,0.9836256,0.00247035,0.004248563,0.001686073,0.00002626759,0.00004421437,0.000007541771,0.006112469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01478817,"threshold_uncertainty_score":0.04947138,"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."}}