{"id":"W4391873661","doi":"10.1093/jcag/gwad061.308","title":"A308 AN UNUSUAL CASE OF MACE DYSFUNCTION: THE BENEFIT OF USING ANTEGRADE CONTRAST FOLLOW THROUGH MIMICKING HOME SETTINGS","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Mace; Contrast (vision); Medicine; Computer science; Internal medicine; Artificial intelligence","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":[0.001260394,0.0001312796,0.0005415682,0.0002578735,0.00007784322,0.0000230059,0.0002067232,0.00009836506,0.00002245458],"category_scores_gemma":[0.0005497521,0.00008521024,0.0002540178,0.000255703,0.0001914593,0.0002246046,0.00002466175,0.0004684351,3.636254e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008583097,"about_ca_system_score_gemma":0.0004838291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006327689,"about_ca_topic_score_gemma":0.04292376,"domain_scores_codex":[0.9982157,0.0001714028,0.0007888989,0.0001164514,0.0004019866,0.0003055474],"domain_scores_gemma":[0.997725,0.0001904776,0.00117689,0.0002003927,0.0005574438,0.0001497934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000598255,0.0001396675,0.974744,0.0002915286,0.001548805,0.0007523625,0.003211469,0.0005507854,0.01012252,0.0004255063,0.006612479,0.001002607],"study_design_scores_gemma":[0.02390585,0.01374488,0.7781096,0.01009913,0.009012066,0.1087964,0.01618091,0.01903446,0.008298163,0.003748742,0.00847306,0.0005967178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759946,0.0001624313,0.0001938616,0.02206685,0.001211075,0.0001465486,0.00007403277,0.000005131304,0.0001454979],"genre_scores_gemma":[0.9976451,0.00001302745,0.0004795819,0.001402565,0.0002762128,5.992345e-7,0.000004100657,0.00002100698,0.0001578526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1966344,"threshold_uncertainty_score":0.9745404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161671891698688,"score_gpt":0.2730405538959747,"score_spread":0.2568733647261059,"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."}}