{"id":"W4387877456","doi":"10.1097/01.tp.0000994476.21192.d5","title":"328.1: Preliminary results on the survival and maturation of stem-cell derived beta cells at different stages in a novel immunoprotective double encapsulation device","year":2023,"lang":"en","type":"article","venue":"Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Stem cell; Transplantation; In vivo; Cell encapsulation; Chemistry; Biophysics; In vitro; Cell biology; Biomedical engineering; Cell; Materials science; Biology; Biochemistry; Surgery; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002971222,0.0004512496,0.0002725659,0.0001915341,0.0001021339,0.0002507348,0.0002097491,0.0003907195,0.001172021],"category_scores_gemma":[0.0001983617,0.0001042621,0.0003113134,0.00008092973,0.0001193898,0.0002185715,0.0001528893,0.0002020915,0.0003329818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107536,"about_ca_system_score_gemma":0.00007215037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001268012,"about_ca_topic_score_gemma":0.0001368699,"domain_scores_codex":[0.9998443,0.00001686482,0.00001838766,0.00004531431,0.00004839626,0.00002672905],"domain_scores_gemma":[0.9998369,0.00004414329,0.00004511614,0.00002218297,0.00002414257,0.00002739477],"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":[0.00008609762,0.0000470913,0.00009298663,0.00004962243,0.000003357934,0.0000358821,0.00001679821,0.00006804169,0.9981845,0.00001547389,0.00003595784,0.001364166],"study_design_scores_gemma":[0.00001042984,0.0006007742,0.001591563,0.000006176909,0.00001594588,0.00007496515,0.000007446605,0.0005176511,0.9961388,0.000005154203,0.001026189,0.00000494304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904408,0.001360525,0.006748112,0.00003839844,0.00005368554,0.00008120242,0.0004077687,0.00009143644,0.0007780525],"genre_scores_gemma":[0.9784459,0.001385635,0.01412328,0.00006431618,0.00001719496,0.0001707209,0.0009557841,0.0001132133,0.004723984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001172021,"threshold_uncertainty_score":0.003920734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575628726450551,"score_gpt":0.254920691442641,"score_spread":0.2191644041781354,"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."}}