{"id":"W4402697839","doi":"10.14309/crj.0000000000001511","title":"Intestinal Ultrasound: Envisioning a New Future for Crohn's Disease Management","year":2024,"lang":"en","type":"article","venue":"ACG Case Reports Journal","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Crohn's disease; Disease; Inflammatory bowel disease; Endoscopy; Gastroenterology; Intensive care medicine; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004056143,0.0002018127,0.0001032951,0.00008921418,0.0002542442,0.000291106,0.00007583026,0.00007172234,0.0001127226],"category_scores_gemma":[0.0001886542,0.0001764671,0.0002790634,0.00006132026,0.00003520196,0.00001683818,0.00007473223,0.0001827279,0.000007714455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004678315,"about_ca_system_score_gemma":0.0003821689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001988111,"about_ca_topic_score_gemma":0.000004411238,"domain_scores_codex":[0.9986413,0.00003426481,0.000406234,0.0003986263,0.0002048268,0.000314749],"domain_scores_gemma":[0.9988414,0.00001981988,0.0001409052,0.0003554118,0.00009174304,0.0005506871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002555645,0.00003778222,0.001221814,0.0001560118,0.000196408,0.9260635,0.0000517905,0.0001317434,0.002438676,0.0002267962,0.05323251,0.01598734],"study_design_scores_gemma":[0.0005236631,0.00009747539,0.02032029,0.0002840154,0.0004155015,0.5958671,0.000280618,0.0001552062,0.0005523504,0.002205431,0.3788176,0.000480778],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699586,0.005064091,0.02104624,0.0003933858,0.002219345,0.0004739256,0.00002154803,0.00005559483,0.0007672964],"genre_scores_gemma":[0.986999,0.0002468689,0.004747372,0.0002474891,0.004450548,0.0000320764,0.00007717751,0.00005761069,0.00314183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3301965,"threshold_uncertainty_score":0.7196119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006821903539939812,"score_gpt":0.2610241971766232,"score_spread":0.2542022936366834,"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."}}