{"id":"W4407285865","doi":"10.1093/jcag/gwae059.147","title":"A147 CHARACTERIZATION OF EPIGENETIC MODIFICATIONS OF HUMAN COLONOID MONOLAYERS ESTABLISHED AS <i>IN VITRO</i> CHRONIC DAMAGE MODEL","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"In vitro; Epigenetics; Characterization (materials science); Monolayer; Computational biology; Cell biology; Chemistry; Biology; Materials science; Nanotechnology; Biochemistry; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001744315,0.0002083562,0.0001929337,0.0002920882,0.0001770641,0.0001997301,0.0001072453,0.0002614547,0.001355605],"category_scores_gemma":[0.0001555282,0.0001270841,0.0002581737,0.0002655185,0.0001317175,0.0001424736,0.0001486666,0.0003391762,0.0004162012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317739,"about_ca_system_score_gemma":0.0001394426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277502,"about_ca_topic_score_gemma":0.001672628,"domain_scores_codex":[0.9998569,0.00002054722,0.00001347508,0.00004453846,0.0000427592,0.00002168907],"domain_scores_gemma":[0.999859,0.0000205192,0.00003343555,0.00002350601,0.00004438869,0.00001913717],"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":[0.00004563041,0.000007195261,0.0005818915,0.00002153885,0.000003227835,0.00004280016,0.00002499994,0.00002001732,0.9984342,0.00001220633,0.00002629596,0.0007799693],"study_design_scores_gemma":[0.000005982601,0.0004542698,0.03274817,0.00001221112,0.00003449375,0.0004708543,0.000127048,0.0004936492,0.9613992,0.00003082143,0.004214848,0.000008458774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820483,0.002985451,0.01075138,0.0001371085,0.00004886078,0.00009341216,0.001555294,0.0001319244,0.002248361],"genre_scores_gemma":[0.976788,0.002092853,0.01147886,0.0001444488,0.00001509462,0.0001844318,0.003606401,0.00003980052,0.005649943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001355605,"threshold_uncertainty_score":0.004535019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00502481085368141,"score_gpt":0.2048795046836263,"score_spread":0.1998546938299449,"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."}}