{"id":"W4395052691","doi":"10.1055/s-0044-1783011","title":"Endoscopic Resection of Visible Precancerous Lesions in Inflammatory Bowel Disease","year":2024,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Inflammatory bowel disease; Endoscopy; Inflammatory Bowel Diseases; Endoscopic mucosal resection; Resection; Disease; Surgery; Pathology","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":[0.0001232353,0.0001079188,0.0001484637,0.0002849819,0.00002713631,0.00001921085,0.00005291776,0.0000200142,0.0002126627],"category_scores_gemma":[0.000183108,0.0000885728,0.00006939707,0.0002503227,0.00005931869,0.00008217753,0.00003347118,0.0002123996,0.0000838682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001917172,"about_ca_system_score_gemma":0.0004137243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001988023,"about_ca_topic_score_gemma":0.00007121763,"domain_scores_codex":[0.9989728,0.00004606554,0.0002125244,0.0002312342,0.0002765993,0.0002608139],"domain_scores_gemma":[0.9993916,0.00009849137,0.00002269247,0.0002224753,0.0000384706,0.0002262882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001522451,0.0006288975,0.950453,0.00208438,0.00009303689,0.003597562,0.0002452761,0.0000816973,0.03381654,0.00155755,0.001521017,0.004398594],"study_design_scores_gemma":[0.003156664,0.002751079,0.9112179,0.00504037,0.00009986522,0.00004799495,0.0001210473,0.001781045,0.07274529,0.00114964,0.001766835,0.0001222485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932283,0.003381004,0.00008503906,0.0004785732,0.0001519021,0.0004840268,0.00001677681,0.00007858736,0.002095852],"genre_scores_gemma":[0.9975489,0.0001995216,0.0009471935,0.00001464066,0.00008591175,0.0001131277,0.00001812944,0.00001987743,0.001052721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03923507,"threshold_uncertainty_score":0.3611894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111370304538893,"score_gpt":0.3288530732688137,"score_spread":0.3077393702234248,"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."}}