{"id":"W4391873695","doi":"10.1093/jcag/gwad061.145","title":"A145 UNDERWATER EMR FOR LARGE FLAT DYSPLASTIC COLORECTAL LESIONS IN PATIENTS WITH CHRONIC ULCERATIVE COLITIS","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ulcerative colitis; Medicine; Internal medicine; Gastroenterology; Underwater; Distal colon; Geography; Disease","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":[0.0006734259,0.00007310487,0.0002950781,0.0001857881,0.00005753059,0.00001201328,0.0000963407,0.0001168391,0.0001466179],"category_scores_gemma":[0.0004647726,0.00003816193,0.0001114877,0.0001222925,0.0000544043,0.00003703368,0.00001797238,0.0003795457,0.000003109234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808288,"about_ca_system_score_gemma":0.0007804421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004309466,"about_ca_topic_score_gemma":0.2960117,"domain_scores_codex":[0.9987366,0.0001989932,0.0003247999,0.00008876983,0.0002825464,0.0003682827],"domain_scores_gemma":[0.9990597,0.0002184323,0.0001716299,0.00004637862,0.0002824416,0.0002214698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001725593,0.0000757233,0.9921764,0.0000544538,0.0002268632,0.00002400464,0.00007297024,0.000009387874,0.00006285859,0.0001455794,0.005192172,0.0002340228],"study_design_scores_gemma":[0.00366935,0.005679384,0.9876002,0.0002140856,0.00006577458,0.00001952709,0.00001652295,0.000240553,0.00003888481,0.0001090415,0.002319739,0.00002693558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820648,0.00001182314,0.000104585,0.01708541,0.0002598466,0.0003082675,0.0001118619,0.000002072566,0.00005131377],"genre_scores_gemma":[0.9988216,0.00000884261,0.00005525198,0.0005139232,0.0001280144,0.000006539536,0.00001547645,0.000006511309,0.0004439043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2955807,"threshold_uncertainty_score":0.7168343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120496244148556,"score_gpt":0.257821034533942,"score_spread":0.2466160720924564,"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."}}