{"id":"W4412690741","doi":"10.3390/ph18081126","title":"Is Transmural Healing an Achievable Goal in Inflammatory Bowel Disease?","year":2025,"lang":"en","type":"review","venue":"Pharmaceuticals","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Magnetic resonance imaging; Modalities; Inflammatory bowel disease; Ulcerative colitis; Disease; Radiology; Randomized controlled trial; Crohn's disease; Intensive care medicine; Clinical endpoint; Medical physics; Surgery; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005593303,0.0006810515,0.0008491254,0.0002306867,0.0001078289,0.00008732748,0.0006913122,0.0004671899,0.0002010145],"category_scores_gemma":[0.0001163347,0.0006678314,0.0006758944,0.0001756092,0.0001414788,0.00001637655,0.0002008601,0.0005518592,0.00009172389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009343107,"about_ca_system_score_gemma":0.001289488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002932353,"about_ca_topic_score_gemma":0.000008106643,"domain_scores_codex":[0.9964126,0.0006229447,0.0009169231,0.0009962133,0.0002893769,0.0007619027],"domain_scores_gemma":[0.9981676,0.00005408726,0.0001624037,0.0008565364,0.0000641061,0.0006952262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001619489,0.001312456,0.00484959,0.1859676,0.001158626,0.002125591,0.0001837634,0.0001679211,0.000501974,0.0008960154,0.006991115,0.7942258],"study_design_scores_gemma":[0.000760987,0.00002332985,0.0004642224,0.003869932,0.0007481748,0.000006568617,0.000007821216,0.0001510539,0.00006943412,0.00005367761,0.9930654,0.0007794552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001653217,0.9952574,0.00004313742,0.00007282689,0.0003271735,0.001391554,0.0004992991,0.00005198196,0.000703375],"genre_scores_gemma":[0.0007490756,0.9956586,0.00006992604,0.001012682,0.0004778467,0.0003992592,0.0008414681,0.00009870228,0.0006924616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9860742,"threshold_uncertainty_score":0.9995773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04386640311494013,"score_gpt":0.398223734818795,"score_spread":0.3543573317038549,"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."}}