{"id":"W4391873514","doi":"10.1093/jcag/gwad061.277","title":"A277 SYNOPTIC REPORTING IN INFLAMMATORY BOWEL DISEASE","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Inflammatory bowel disease; Inflammatory Bowel Diseases; Medicine; Disease; Internal medicine","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":[0.001787976,0.00007525097,0.0002754957,0.0004284786,0.00002163328,0.00002486313,0.0001206138,0.00005191435,0.00002507464],"category_scores_gemma":[0.004687507,0.0000557602,0.0001659614,0.0001231575,0.00005612151,0.0001139588,0.00001832754,0.0004154719,0.000003686016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158175,"about_ca_system_score_gemma":0.0009875994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005460613,"about_ca_topic_score_gemma":0.02266914,"domain_scores_codex":[0.9981683,0.00009560769,0.001067536,0.00008175721,0.0003350893,0.0002516698],"domain_scores_gemma":[0.998002,0.00007193567,0.001296369,0.0001335779,0.0002146914,0.000281452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009224845,0.00001914105,0.9902111,0.00009155757,0.0001029365,0.0007362241,0.0001083124,0.00009393013,0.0001720673,0.00004880549,0.008192828,0.0001307945],"study_design_scores_gemma":[0.0006927151,0.0001896559,0.9946978,0.0007808465,0.0001317346,0.0003627242,0.00004312638,0.0004515967,0.00001334163,0.0001892397,0.002421341,0.00002588835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546956,0.00009692127,0.000009594982,0.04339212,0.0009974865,0.00009538454,0.000005985425,0.000005672513,0.0007011961],"genre_scores_gemma":[0.9970926,0.000008743731,0.00008223041,0.001745695,0.000189349,0.000001190652,0.000001703836,0.00001251686,0.0008659931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04239694,"threshold_uncertainty_score":0.9951646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008962240095568433,"score_gpt":0.2556121820608807,"score_spread":0.2466499419653122,"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."}}