{"id":"W4282827810","doi":"10.1080/17425247.2022.2087629","title":"Biomedical Applications of polymeric micelles in the treatment of diabetes mellitus: Current success and future approaches","year":2022,"lang":"en","type":"article","venue":"Expert Opinion on Drug Delivery","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nanocarriers; Drug delivery; Micelle; Diabetes mellitus; Islet; Glucose homeostasis; Drug; Nanotechnology; Amphiphile; Insulin delivery; Pharmacology; Medicine; Chemistry; Materials science; Copolymer; Endocrinology; Type 1 diabetes; Insulin resistance; Polymer","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":[0.001231645,0.0006651661,0.0008548802,0.0007435009,0.0002335434,0.001139647,0.0005907931,0.001724347,0.004203914],"category_scores_gemma":[0.0007439889,0.0002127762,0.0005217402,0.0005502562,0.0005548424,0.001368092,0.0007009966,0.001673521,0.002205375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004338821,"about_ca_system_score_gemma":0.000644316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003879977,"about_ca_topic_score_gemma":0.0006747555,"domain_scores_codex":[0.9996754,0.00007955881,0.00002168921,0.00006841303,0.0001005097,0.00005453738],"domain_scores_gemma":[0.9994747,0.0002124228,0.00008056118,0.00001581925,0.000171478,0.00004512173],"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":[0.0002394042,0.0001908393,0.0003191084,0.0120294,0.00008067607,0.0003821382,0.0001669307,0.0006286136,0.02761426,0.009290436,0.02591759,0.9231406],"study_design_scores_gemma":[0.0000872042,0.0009832198,0.001042975,0.003578062,0.0001615244,0.001514521,0.0001686361,0.000939414,0.01210735,0.006833549,0.9725218,0.00006173404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00120087,0.9916151,0.00170354,0.002691257,0.0004703352,0.00001768884,0.00002922585,0.00002728286,0.002244717],"genre_scores_gemma":[0.009568952,0.9848598,0.001760958,0.001403539,0.0009060008,0.00003239775,0.00006204374,0.000008769975,0.00139763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004203914,"threshold_uncertainty_score":0.01406348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08329996023830524,"score_gpt":0.3886685653066349,"score_spread":0.3053686050683296,"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."}}