{"id":"W4392613569","doi":"10.1002/anbr.202300097","title":"Advances in the Use of Biologics and Biomaterials toward the Improvement of Pancreatic Islet Graft Survival in Type 1 Diabetes","year":2024,"lang":"en","type":"article","venue":"Advanced NanoBiomed Research","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Islet; Medicine; Pancreatic islets; Type 2 diabetes; Diabetes mellitus; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005690199,0.000462291,0.000483448,0.0009083806,0.0001623257,0.0005907547,0.0003372211,0.0005474558,0.0008276832],"category_scores_gemma":[0.0003207252,0.0002001253,0.0004417095,0.0006795893,0.0003003774,0.0007109403,0.0003748365,0.0009021642,0.0003715843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653322,"about_ca_system_score_gemma":0.0004550473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000325506,"about_ca_topic_score_gemma":0.0004786804,"domain_scores_codex":[0.9997811,0.00004085241,0.00002463118,0.00003798462,0.00009313411,0.00002236084],"domain_scores_gemma":[0.9998222,0.00008287077,0.00003283723,0.00000830177,0.00004236675,0.00001147012],"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":[0.0001587924,0.0002563159,0.0007260658,0.0164182,0.0001117868,0.0005744415,0.0002444675,0.001418993,0.1962236,0.01645547,0.004521628,0.7628903],"study_design_scores_gemma":[0.00004077094,0.001207812,0.003136931,0.001450967,0.0003008145,0.002926556,0.0001594036,0.001533989,0.1300927,0.004573736,0.8544967,0.00007963705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006012638,0.9848416,0.00457956,0.0004104649,0.0002570554,0.0000170126,0.00001912369,0.00002759006,0.003834998],"genre_scores_gemma":[0.02645149,0.9669239,0.004959542,0.0002787234,0.0002701088,0.00002011215,0.00002970286,0.000006981404,0.001059478],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0009083806,"threshold_uncertainty_score":0.00300926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.112001773903907,"score_gpt":0.3823754557871458,"score_spread":0.2703736818832387,"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."}}