{"id":"W4391165584","doi":"10.1093/ecco-jcc/jjad212.0329","title":"P199 External validation of Intestinal Ultrasound score: IBUS-SAS with clinical (CDAI), biomarkers and endoscopic scoring system (SES-CD)","year":2024,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Ultrasound; Scoring system; Endoscopic ultrasound; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008221905,0.0006981113,0.0006368794,0.002541118,0.0003954263,0.001181367,0.0005566587,0.0004299376,0.004093122],"category_scores_gemma":[0.01676034,0.0002707885,0.0009518665,0.002349933,0.0005565754,0.0006186341,0.001091121,0.0004533475,0.001801677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270469,"about_ca_system_score_gemma":0.0006728076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601582,"about_ca_topic_score_gemma":0.001131718,"domain_scores_codex":[0.9930552,0.003098351,0.001161498,0.0008008463,0.001572959,0.0003113217],"domain_scores_gemma":[0.9854247,0.00457554,0.003125889,0.00136702,0.00485797,0.0006488457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006166784,0.0000723023,0.9895606,0.00007360995,0.0001545957,0.00007059643,0.00006319515,0.000185734,0.001034986,0.00004455027,0.0004329541,0.007690178],"study_design_scores_gemma":[0.00009948512,0.0008697487,0.9912895,0.00006001611,0.0001583231,0.0007340955,0.0001678122,0.002626606,0.001353013,0.00009964198,0.00253057,0.00001133446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863557,0.001139791,0.004409417,0.00009557843,0.0001058056,0.000338653,0.002462105,0.00005906644,0.005033809],"genre_scores_gemma":[0.9933401,0.0001029839,0.002510425,0.00003654401,0.00004963202,0.0002580708,0.003005332,0.0000164431,0.0006803908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008221905,"threshold_uncertainty_score":0.04348212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305605878747318,"score_gpt":0.2727596675702168,"score_spread":0.2597036087827436,"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."}}