{"id":"W2331810794","doi":"10.2741/4196","title":"Collagen matrix support of pancreatic islet survival and function","year":2014,"lang":"en","type":"review","venue":"Frontiers in bioscience","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; Western University","funders":"","keywords":"Islet; Extracellular matrix; Cell biology; Transplantation; Receptor; Chemistry; In vitro; Pancreas; Integrin; Islet cell transplantation; Pancreatic islets; Cell; Medicine; Diabetes mellitus; Endocrinology; Biology; Internal 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":[0.0007484282,0.0002471246,0.001787396,0.0004554318,0.00004144718,0.00001710479,0.000132981,0.0002137911,0.00007581199],"category_scores_gemma":[0.0004154792,0.0001880159,0.0001508474,0.0007589482,0.0003349784,0.00006072411,0.00005034517,0.0001206248,0.00001789346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009150447,"about_ca_system_score_gemma":0.0003303733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001587161,"about_ca_topic_score_gemma":6.708897e-7,"domain_scores_codex":[0.9983001,0.0001200327,0.000553244,0.0004257002,0.0003330001,0.0002679241],"domain_scores_gemma":[0.9990659,0.0001228914,0.0002831513,0.0003410884,0.00004917308,0.0001378195],"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":[0.0001272339,0.0002067554,0.02343326,0.04757019,0.0002405984,0.00002450773,0.000102297,7.209974e-7,0.0001056677,0.0005066177,0.07240703,0.8552752],"study_design_scores_gemma":[0.0004781926,0.000334677,0.0006414647,0.003113941,0.0007081076,0.00002095805,0.00007107371,0.00007395154,0.00001153968,0.00005426562,0.9942994,0.0001924025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003091024,0.9904232,0.002066015,0.00003158643,0.001925583,0.0006170412,0.00002670821,0.00002811725,0.004572661],"genre_scores_gemma":[0.0001928951,0.9935359,0.002938292,0.00007676332,0.00009501673,0.00003162054,0.00004293736,0.00001938201,0.003067161],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9218924,"threshold_uncertainty_score":0.7667065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02472107982758308,"score_gpt":0.3070718180407028,"score_spread":0.2823507382131197,"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."}}