{"id":"W2408994022","doi":"10.1177/089686080602600505","title":"Adenovirus-Based Transient Expression Systems for Peritoneal Membrane Research","year":2006,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"","keywords":"Peritoneum; Peritoneal dialysis; Transdifferentiation; Medicine; Immunology; Biology; Pathology; Stem cell; Cell biology; Internal medicine","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":[0.0009130742,0.0002416718,0.0004704441,0.0006999786,0.0002674042,0.0002300757,0.0003169666,0.0001280794,0.0004751819],"category_scores_gemma":[0.000122817,0.000200239,0.000565421,0.0003944359,0.0001673915,0.0001175015,0.0000644333,0.0002108287,0.00006920136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902103,"about_ca_system_score_gemma":0.0001403614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005297905,"about_ca_topic_score_gemma":0.00004020223,"domain_scores_codex":[0.9963891,0.0001515234,0.0006335364,0.0006254137,0.0017268,0.0004736634],"domain_scores_gemma":[0.9985301,0.0001948729,0.0001140079,0.000389099,0.0005585575,0.0002133805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01071154,0.0120333,0.01075344,0.002054963,0.002775155,0.0004915039,0.001080059,0.038796,0.7050711,0.02255489,0.1807677,0.01291033],"study_design_scores_gemma":[0.009656935,0.0006859418,0.02798853,0.0007036158,0.001118219,0.00002129521,0.0007009449,0.1757649,0.05571812,0.0002732774,0.7264749,0.0008932613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891752,0.00233635,0.02231608,0.01123716,0.003902708,0.003682883,0.0006725189,0.0003407797,0.06633633],"genre_scores_gemma":[0.9896634,0.00005711594,0.001178914,0.000185063,0.002364452,0.0007305386,0.001346205,0.0000473384,0.004427007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.649353,"threshold_uncertainty_score":0.8165509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035241134689102,"score_gpt":0.3478526297736318,"score_spread":0.3075002184267408,"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."}}