{"id":"W3160771039","doi":"10.1093/ibd/izab125","title":"Intestinal Ultrasound in Pediatric Inflammatory Bowel Disease: Promising, but Work in Progress","year":2021,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Inflammatory bowel disease; Magnetic resonance imaging; Colonoscopy; Ultrasound; Intensive care medicine; Disease; Short bowel syndrome; Radiology; Modalities; Internal medicine; Colorectal cancer; Parenteral nutrition","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":[0.0003687605,0.001175652,0.00198036,0.001561952,0.0001360959,0.000207102,0.0004793151,0.0004480399,0.0006027609],"category_scores_gemma":[0.003805002,0.001134496,0.0009524321,0.001477885,0.0004345506,0.0003486612,0.000180788,0.001400674,0.0002443628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007219565,"about_ca_system_score_gemma":0.004038562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009108058,"about_ca_topic_score_gemma":0.00003215589,"domain_scores_codex":[0.9938807,0.000584988,0.002271376,0.001320537,0.0009689615,0.0009733982],"domain_scores_gemma":[0.9960181,0.0007621969,0.0009081658,0.0009680847,0.0003746525,0.0009688368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005079889,0.0008792837,0.8245236,0.06007987,0.0001178452,0.008273353,0.0001516745,0.00003823407,1.714433e-7,0.0002165377,0.001640376,0.1035711],"study_design_scores_gemma":[0.001988566,0.00007257117,0.740598,0.0515557,0.001769925,0.0003116286,0.0002530799,0.0000181302,3.505186e-7,0.0000876534,0.2019257,0.001418751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0352682,0.9602448,0.000003420044,0.00007638729,0.0006098328,0.003084081,0.00009095243,0.0003238334,0.0002984371],"genre_scores_gemma":[0.00256658,0.9921111,0.000272205,0.000132257,0.0009324275,0.002003162,0.0008672707,0.0002679487,0.0008470383],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2002853,"threshold_uncertainty_score":0.9991105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898254270524839,"score_gpt":0.2965923955376596,"score_spread":0.2776098528324112,"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."}}