{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003574318,0.0006130414,0.0009270436,0.002365805,0.0004476439,0.002383483,0.0008360007,0.002143726,0.01242289],"category_scores_gemma":[0.006432602,0.0003691493,0.000599545,0.002089345,0.001179882,0.002561559,0.001252268,0.004408012,0.005539802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063639,"about_ca_system_score_gemma":0.002715999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003845184,"about_ca_topic_score_gemma":0.008959739,"domain_scores_codex":[0.9988652,0.0002422514,0.0001371689,0.0001381359,0.0004549358,0.0001622228],"domain_scores_gemma":[0.9945976,0.001418336,0.000499638,0.0002106428,0.00206989,0.001203942],"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":[0.0003621225,0.00007366537,0.001200738,0.002994182,0.00005187234,0.0002389133,0.0001164635,0.0001517158,0.001649752,0.01025965,0.1855711,0.7973298],"study_design_scores_gemma":[0.00003059136,0.0001289322,0.002127624,0.002105131,0.00005144459,0.0007072904,0.00008706003,0.00007020158,0.0003755764,0.002506038,0.9917901,0.0000199262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009904564,0.9321336,0.00100225,0.03832829,0.01192116,0.00002054007,0.0001793156,0.0001370087,0.0152874],"genre_scores_gemma":[0.01108039,0.9429283,0.002887083,0.01390976,0.0176811,0.00002648335,0.0003774483,0.00005548208,0.01105391],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01242289,"threshold_uncertainty_score":0.04155868,"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."}}