{"id":"W2327968330","doi":"10.3727/096368916x690854","title":"Human Fibroblast Sheet Promotes Human Pancreatic Islet Survival and Function in Vitro","year":2016,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institutes of Health","keywords":"Islet; Fibroblast; Fibronectin; Extracellular matrix; Mesenchymal stem cell; Cell culture; Biology; Extracellular; Cell biology; Pancreatic islets; Endocrinology; Molecular biology; In vitro; Internal medicine; Andrology; Chemistry; Insulin; Medicine; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001568269,0.0001400441,0.0002295867,0.0001444429,0.00008042665,0.00001575538,0.00002547986,0.00008335341,0.0002239132],"category_scores_gemma":[0.0000125634,0.0001017759,0.00003787786,0.0001052842,0.00005844417,0.0001340513,0.000003413173,0.00007272053,0.00003468261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003533306,"about_ca_system_score_gemma":0.00001800765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004781511,"about_ca_topic_score_gemma":0.00001943777,"domain_scores_codex":[0.999108,0.00006258755,0.0002426519,0.0002462016,0.0001523964,0.0001882176],"domain_scores_gemma":[0.9996157,0.00009260816,0.00005302494,0.0001234481,0.00003038353,0.00008484341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003056272,0.00008740067,0.02843,0.0004027005,0.00001557256,0.00001135991,0.0002340293,8.089272e-7,0.9693721,0.0001337513,0.00005235426,0.0009542982],"study_design_scores_gemma":[0.006224648,0.0005407474,0.4156212,0.0005246405,0.0002175454,0.00001645224,0.0001421148,0.00003471145,0.5758726,0.000509879,0.0001002488,0.000195217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891904,0.00005453725,0.0008141186,0.0001569242,0.00006799735,0.0002936364,0.00001979054,0.00007139941,0.009331188],"genre_scores_gemma":[0.9979529,0.00004983936,0.0001691205,0.00006422294,0.00008882454,0.00002829258,0.0001669408,0.00001849419,0.001461311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3934995,"threshold_uncertainty_score":0.4150302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502888044573608,"score_gpt":0.2380470093423517,"score_spread":0.2230181288966156,"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."}}