{"id":"W3202192363","doi":"10.1002/ueg2.12143","title":"UEG Week 2021 Moderated Posters","year":2021,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Takeda Canada; Humanitas Research Hospital; McGill University Health Centre; McMaster University; Galápagos; McGill University; Gilead Sciences","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001058381,0.001625159,0.001036385,0.001125889,0.001086395,0.002552371,0.001194933,0.002632452,0.8826065],"category_scores_gemma":[0.001571841,0.0004419014,0.0009588197,0.0006343026,0.0003326706,0.001082701,0.002435604,0.002005705,0.7010425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005557466,"about_ca_system_score_gemma":0.0005537756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009110698,"about_ca_topic_score_gemma":0.002209529,"domain_scores_codex":[0.9995334,0.00008428513,0.00002681171,0.00009138948,0.0001404544,0.0001236794],"domain_scores_gemma":[0.9986758,0.0001835494,0.00007581354,0.0001063814,0.0002817663,0.0006765931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001340747,0.000459321,0.0002245655,0.0004223549,0.00001368271,0.0001243939,0.00001986921,0.00006430627,0.0006241382,0.0005251938,0.9204145,0.0757668],"study_design_scores_gemma":[0.000304492,0.0003680376,0.002026744,0.0001932855,0.000006712864,0.00004241832,0.00002940678,0.00007874407,0.0001679478,0.0003814148,0.9963911,0.000009610893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003407775,0.001713426,0.0006638672,0.003474029,0.01878627,0.001636728,0.01039866,0.002069949,0.9578493],"genre_scores_gemma":[0.004395444,0.0005471068,0.0002808897,0.001428731,0.003599381,0.0005258067,0.002810201,0.0003291232,0.9860833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8826065,"threshold_uncertainty_score":0.1674475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02833841421448944,"score_gpt":0.2619103779524342,"score_spread":0.2335719637379448,"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."}}