{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001321809,0.00009721221,0.0002285272,0.0001602772,0.00004970338,0.000001339781,0.00005188431,0.00003807464,0.0001261136],"category_scores_gemma":[0.00008202992,0.0000726493,0.00003893391,0.0002180695,0.00004054204,0.00001306427,0.00001888051,0.0003010002,0.000006808809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006436369,"about_ca_system_score_gemma":0.00004279797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006313016,"about_ca_topic_score_gemma":0.000005350026,"domain_scores_codex":[0.9991953,0.0000969035,0.0001801938,0.0002120655,0.0001297506,0.0001857962],"domain_scores_gemma":[0.9995925,0.0001443761,0.00009983895,0.0001152768,0.00001009656,0.00003789673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000437859,0.0003401412,0.996951,0.000004763599,0.00001588057,0.0001183565,0.00009781792,0.001634164,0.00002329878,0.0002315499,0.00008733706,0.00005785198],"study_design_scores_gemma":[0.002082616,0.004042356,0.9912238,0.000002961332,0.00007309142,0.002108778,0.00004318935,0.0001042051,0.000003092441,0.0002549703,0.000005419678,0.00005553971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982361,0.0002205969,0.00009974419,0.0002624085,0.0000399291,0.0002607139,0.000008229138,0.00001930944,0.0008530088],"genre_scores_gemma":[0.9991568,0.00005537931,0.0004133831,0.0001302831,0.00005424457,0.00002545718,0.00008852367,0.000009428245,0.000066506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005727199,"threshold_uncertainty_score":0.2962553,"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."}}