{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002143213,0.0002839242,0.0005392087,0.0004853052,0.0002793843,0.0006317243,0.0001953086,0.0003352392,0.001575615],"category_scores_gemma":[0.004553541,0.00009695958,0.0006017623,0.0004434663,0.0004665809,0.0005060097,0.0004343561,0.0004471958,0.0002950921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256421,"about_ca_system_score_gemma":0.0003823568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003847204,"about_ca_topic_score_gemma":0.0009657678,"domain_scores_codex":[0.9986209,0.0007633917,0.0001580019,0.00009811659,0.0002704893,0.00008916509],"domain_scores_gemma":[0.9960758,0.001586047,0.00153775,0.0001968978,0.0002838657,0.0003196601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01909967,0.00105742,0.5309858,0.006199873,0.0009820154,0.00199709,0.0003780604,0.0008245066,0.01186859,0.0007495633,0.001239017,0.4246184],"study_design_scores_gemma":[0.0006419146,0.0208864,0.9388734,0.001537833,0.001210288,0.009990245,0.0006629265,0.000831763,0.009014309,0.0007533852,0.01555579,0.00004180385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8409582,0.1472463,0.002567178,0.00100525,0.0002137543,0.0001960323,0.0003849241,0.00003349911,0.007394914],"genre_scores_gemma":[0.9790003,0.01713185,0.001915905,0.0003236067,0.0002710902,0.00007518849,0.0003265111,0.000007963158,0.0009476157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002143213,"threshold_uncertainty_score":0.01133454,"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."}}