{"id":"W1996866966","doi":"10.1038/labinvest.2008.41","title":"Cellular origins of adult human islet in vitro dedifferentiation","year":2008,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique; Biotechnology Research Institute; Université de Montréal; McGill University Health Centre; McGill University","funders":"","keywords":"Biology; Islet; Cell biology; Cytokeratin; Molecular biology; Immunology; Endocrinology; Immunohistochemistry; Insulin","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":[0.00007894491,0.00009086391,0.0002015574,0.0001667468,0.00004818439,0.000003371915,0.00003013465,0.00008419069,0.00006294326],"category_scores_gemma":[0.0001875182,0.00008777619,0.00002837557,0.0004297719,0.0001106339,0.000113702,0.000005959079,0.0001008946,0.00002343732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242156,"about_ca_system_score_gemma":0.00016356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000886882,"about_ca_topic_score_gemma":0.000004208677,"domain_scores_codex":[0.9991979,0.00005708785,0.0002869359,0.0001413273,0.0002065861,0.0001101703],"domain_scores_gemma":[0.9993608,0.0000262149,0.0001184902,0.000168054,0.0002384782,0.00008794633],"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":[0.00002486472,0.00005339518,0.1441166,0.00005982586,0.000009709768,0.000004912146,0.0003611613,0.000002973792,0.8525946,0.002413163,0.000336777,0.00002205502],"study_design_scores_gemma":[0.001110107,0.00006824257,0.1000546,0.0000549618,0.00002712436,0.000001175409,0.0000630901,0.0003127943,0.8975776,0.0002914862,0.0003684091,0.0000703164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998852,0.00005246813,0.00006947394,0.0001738281,0.0001086197,0.0001678681,0.00001382156,0.00004751509,0.0005144717],"genre_scores_gemma":[0.9982309,0.000009735351,0.0007044017,0.0006255218,0.0001009183,0.00001666414,0.0002233686,0.0000110156,0.00007746824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04498312,"threshold_uncertainty_score":0.3579409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01795385551177437,"score_gpt":0.2344098902259799,"score_spread":0.2164560347142055,"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."}}