{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04149847,0.0005320568,0.0005906322,0.009970565,0.001118797,0.001701218,0.0009599398,0.0005956994,0.003835308],"category_scores_gemma":[0.1435897,0.0004092379,0.0008409478,0.00833773,0.001546908,0.00185252,0.004624801,0.0006322528,0.0005981392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00153773,"about_ca_system_score_gemma":0.002681619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002633398,"about_ca_topic_score_gemma":0.00269481,"domain_scores_codex":[0.8935845,0.0704052,0.01954982,0.002890169,0.01209958,0.001470647],"domain_scores_gemma":[0.652366,0.1901166,0.1061167,0.01751189,0.03121263,0.002676215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001493898,0.0001771388,0.6173223,0.01027647,0.0002502586,0.001497736,0.02417351,0.0006819408,0.004255931,0.002702169,0.01640159,0.3207671],"study_design_scores_gemma":[0.0001723661,0.001565283,0.8282557,0.01319707,0.0004513166,0.01037227,0.03096189,0.006638036,0.008915942,0.004788029,0.09446745,0.0002147047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8617789,0.02813741,0.05646535,0.005203157,0.001154628,0.006093308,0.007930541,0.0006565812,0.03258009],"genre_scores_gemma":[0.9437135,0.006887656,0.04066508,0.001095545,0.0005249489,0.003082519,0.002277558,0.00007192125,0.001681332],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04149847,"threshold_uncertainty_score":0.2194675,"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."}}