{"id":"W4229039783","doi":"10.1007/s00247-022-05376-w","title":"Spectrum of bowel wall thickening on ultrasound with pathological correlation in children","year":2022,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Neuroradiology; Pathological; Ultrasound; Thickening; Inflammatory bowel disease; Radiology; Pathology; Disease; Neurology","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":[0.0005064834,0.0007375505,0.0004922973,0.003670048,0.000636526,0.000673142,0.0003718453,0.0005680629,0.002132626],"category_scores_gemma":[0.003123558,0.0004288004,0.0004808329,0.001365441,0.001189362,0.0007786516,0.001071794,0.0004674488,0.0003012343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005167008,"about_ca_system_score_gemma":0.0006588789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567826,"about_ca_topic_score_gemma":0.001600986,"domain_scores_codex":[0.9992056,0.0001126532,0.00009726339,0.0001236425,0.000173005,0.0002878679],"domain_scores_gemma":[0.9986253,0.0003624489,0.0004631682,0.00005307493,0.000178625,0.0003174102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003771006,0.00005929714,0.9441724,0.00006422749,0.00003264242,0.04099862,0.0003342708,0.0002479836,0.00570229,0.0003069823,0.000284946,0.007419188],"study_design_scores_gemma":[0.00001838133,0.0002626628,0.832427,0.00009757779,0.00007786023,0.162158,0.001435497,0.0003514907,0.002016135,0.000397773,0.0007404241,0.00001732581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939418,0.001317053,0.0005524247,0.0001339969,0.00001486656,0.0000247139,0.0002155767,0.00002666126,0.003772809],"genre_scores_gemma":[0.9981981,0.0006747199,0.0007117802,0.00004597119,0.00002434845,0.00001063038,0.0001599091,0.00001092475,0.00016367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003670048,"threshold_uncertainty_score":0.007134318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006522271499843875,"score_gpt":0.2169149248950488,"score_spread":0.2103926533952049,"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."}}