{"id":"W4385618950","doi":"10.1093/crocol/otad043","title":"Integrating Intestinal Ultrasound into an Inflammatory Bowel Disease Practice: How to Get Started","year":2023,"lang":"en","type":"article","venue":"Crohn s & Colitis 360","topic":"Microscopic Colitis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inflammatory bowel disease; Medicine; Disease; Inflammatory Bowel Diseases; Intensive care medicine; Family medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03841205,0.001454221,0.00132931,0.002673111,0.009507179,0.01349788,0.003920164,0.01246078,0.01118286],"category_scores_gemma":[0.07281297,0.00144057,0.001858105,0.001507819,0.009142183,0.01813192,0.01786683,0.01578316,0.008031182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00618275,"about_ca_system_score_gemma":0.04390313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008528325,"about_ca_topic_score_gemma":0.02022172,"domain_scores_codex":[0.9534386,0.02909501,0.00336712,0.001683704,0.008227945,0.004187541],"domain_scores_gemma":[0.9419173,0.01590496,0.003545982,0.00269514,0.008558519,0.0273782],"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":[0.0001609982,0.004597664,0.02177561,0.003632727,0.0001014722,0.002857116,0.05689173,0.001084513,0.002811514,0.01775066,0.1907019,0.697634],"study_design_scores_gemma":[0.0006044723,0.004357853,0.04305566,0.03023245,0.0002498866,0.004893892,0.1782544,0.002379287,0.002580554,0.0815205,0.6509291,0.0009419882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03048894,0.007782008,0.04594464,0.8490598,0.007037841,0.003010463,0.0001444891,0.002150412,0.05438146],"genre_scores_gemma":[0.2071458,0.02773123,0.5525876,0.1855971,0.004131506,0.006356663,0.00043757,0.0006626419,0.01534991],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03841205,"threshold_uncertainty_score":0.2031448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615430759060847,"score_gpt":0.3141713650362247,"score_spread":0.2980170574456162,"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."}}