{"id":"W4399366064","doi":"10.58931/cibdt.2024.2124","title":"Latest Intestinal Ultrasound Advancements In Inflammatory Bowel Disease","year":2024,"lang":"en","type":"article","venue":"Canadian IBD Today","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Inflammatory bowel disease; Medicine; Ultrasound; Gastroenterology; Internal medicine; Disease; Radiology","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":[0.0001385663,0.0001922487,0.00007589496,0.000185004,0.00006714053,0.00009386972,0.0002082172,0.00008937559,0.0002209812],"category_scores_gemma":[0.0002285737,0.0002151889,0.00007009914,0.0001058937,0.00008883419,0.00001393788,0.00003604628,0.0001410296,0.0002472033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001909561,"about_ca_system_score_gemma":0.001380733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001401369,"about_ca_topic_score_gemma":0.06437181,"domain_scores_codex":[0.9987493,0.00004563959,0.0002112416,0.0004175812,0.0001103435,0.0004659035],"domain_scores_gemma":[0.9987813,0.0000161749,0.00002204667,0.0003535893,0.00004140588,0.0007854431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001879818,0.00005417603,0.9304609,0.0003743811,0.00008184066,0.0102684,0.0001897026,0.0007119112,0.02024942,0.002704135,0.0326013,0.002115862],"study_design_scores_gemma":[0.0003753798,0.00003120629,0.74207,0.0001841099,0.00002249975,0.00002422673,0.00004278143,0.0002533885,0.0006335195,0.0003668632,0.2555493,0.0004466993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936679,0.001407522,0.0000235703,0.0002853785,0.0004720506,0.000257953,0.0001583196,0.00003324847,0.003694081],"genre_scores_gemma":[0.9967331,0.00004800738,0.00005523089,0.0006065085,0.0002577046,0.00006489865,0.0002779657,0.00004384975,0.001912684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.222948,"threshold_uncertainty_score":0.952701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005077059813807842,"score_gpt":0.2226197988253183,"score_spread":0.2175427390115104,"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."}}