{"id":"W4403014828","doi":"10.1016/j.rcl.2024.08.002","title":"Bowel Ultrasound","year":2024,"lang":"en","type":"review","venue":"Radiologic Clinics of North America","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Siemens","keywords":"Medicine; Ultrasound; Radiology; Inflammatory bowel disease; Modalities; Disease; Pathology","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":[0.000329963,0.0008806042,0.0008879213,0.002300178,0.0002367224,0.0007034303,0.0005095578,0.001180898,0.01222476],"category_scores_gemma":[0.000935151,0.0002625335,0.0003571471,0.001322672,0.0004401934,0.0007570498,0.0007874641,0.001756091,0.007426707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406676,"about_ca_system_score_gemma":0.0005954383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253091,"about_ca_topic_score_gemma":0.002446975,"domain_scores_codex":[0.9998502,0.00003206287,0.00001224782,0.00003699999,0.00004736421,0.00002115819],"domain_scores_gemma":[0.9997639,0.00007529496,0.00002764942,0.00001640646,0.00007356323,0.00004317978],"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":[0.00007110882,0.00003502875,0.0002648396,0.002238248,0.00003004552,0.0008350416,0.00002154978,0.0001486361,0.00154252,0.001363837,0.08588375,0.9075654],"study_design_scores_gemma":[0.00004908002,0.000075953,0.002007297,0.003921427,0.00007277782,0.01174806,0.00004763069,0.0001017577,0.0005900715,0.001452168,0.9799129,0.00002079468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003175319,0.9782442,0.001413006,0.00117141,0.001651312,0.00001705331,0.00006556004,0.00008912638,0.01703088],"genre_scores_gemma":[0.005400239,0.9671552,0.002396058,0.002941765,0.002902186,0.00003369175,0.0003257183,0.00002141155,0.01882382],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01222476,"threshold_uncertainty_score":0.04089588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697759499452469,"score_gpt":0.3323417028879329,"score_spread":0.3053641078934082,"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."}}