{"id":"W4407285224","doi":"10.1093/jcag/gwae059.005","title":"A5 USING AIR-LIQUID INTERFACE ORGANOID MONOLAYERS TO DEFINE MUCOSAL-MICROBE DYSFUNCTION IN PATIENTS WITH ULCERATIVE COLITIS","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Organoid; Ulcerative colitis; Medicine; Interface (matter); Pathology; Chemistry; Biology; Cell biology; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363522,0.0002769753,0.0003705337,0.0007587727,0.000376094,0.0007753695,0.0001344797,0.0005293495,0.001072162],"category_scores_gemma":[0.0006712673,0.0001358125,0.0002715787,0.0004533475,0.0002057626,0.000401844,0.0002333095,0.0003716964,0.0002937017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003023008,"about_ca_system_score_gemma":0.0001654159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975986,"about_ca_topic_score_gemma":0.0019033,"domain_scores_codex":[0.9996774,0.0001300973,0.00003539085,0.00005286258,0.00005215143,0.00005208482],"domain_scores_gemma":[0.999727,0.00009011353,0.00006203249,0.00001334052,0.00005509655,0.00005243079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01804247,0.0007955534,0.6921655,0.0005184682,0.0002107594,0.005331662,0.001820974,0.0004748958,0.2369807,0.0002200024,0.0008265713,0.0426124],"study_design_scores_gemma":[0.0001248823,0.007890741,0.9460713,0.00007781308,0.0002624482,0.004196612,0.001796977,0.001706427,0.03516793,0.00007401243,0.002606663,0.00002418629],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967056,0.001546262,0.000358389,0.00005664263,0.00001610011,0.00003436096,0.0001363372,0.00001296689,0.00113331],"genre_scores_gemma":[0.9989154,0.0002240006,0.000362706,0.00005313923,0.000006215187,0.00001346363,0.0001023466,0.000002329217,0.000320407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001975986,"threshold_uncertainty_score":0.003929019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005210752684705127,"score_gpt":0.2205135690671725,"score_spread":0.2153028163824673,"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."}}