{"id":"W4403343031","doi":"10.1002/cmdc.202400611","title":"Adipocyte‐Targeted Nanotechnology and Cell‐Based Therapy for Obesity Treatment","year":2024,"lang":"en","type":"review","venue":"ChemMedChem","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Key Research and Development Program of China; State Key Laboratory of Polymer Materials Engineering; National Natural Science Foundation of China","keywords":"Obesity; Medicine; Adipose tissue; Mesenchymal stem cell; Cell therapy; Bioinformatics; Targeted therapy; Adipocyte; Cell; Internal medicine; Biology; Pathology; Cancer","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":[0.00004863977,0.0004350098,0.0009215068,0.0001505721,0.00004839755,0.00003344294,0.0001513446,0.000492463,0.00002372595],"category_scores_gemma":[0.000002703848,0.0003317066,0.0002965141,0.0002216113,0.00004255699,0.00001630797,0.00001822073,0.000103276,0.0000503314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250502,"about_ca_system_score_gemma":0.0000693715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003059884,"about_ca_topic_score_gemma":0.000001590479,"domain_scores_codex":[0.9990324,0.000008236924,0.000300336,0.0003541888,0.00004341676,0.0002614576],"domain_scores_gemma":[0.9994262,0.0000647508,0.00005057044,0.0003776953,0.00001557878,0.00006521839],"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":[0.000004399643,0.0001114583,4.043261e-7,0.02442955,0.0004090365,0.000004332715,0.0000410833,0.000001670482,0.006161985,0.0001617906,0.00391745,0.9647568],"study_design_scores_gemma":[0.0002269034,0.00004238489,1.219536e-7,0.0003663279,0.0005551462,0.000003262442,0.000001823871,0.00005244003,0.2543195,0.0001010242,0.7440935,0.0002375083],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008037921,0.9966299,0.0001409854,0.00001596482,0.0001996621,0.001245593,0.0002270953,0.0006020573,0.0001349603],"genre_scores_gemma":[0.0007881378,0.9952091,0.0007161907,0.000009754289,0.0001024097,0.002566912,0.0003621032,0.0001172666,0.0001281275],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9645193,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03557993807121003,"score_gpt":0.2800828512274374,"score_spread":0.2445029131562274,"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."}}