{"id":"W4391873618","doi":"10.1093/jcag/gwad061.123","title":"A123 THE EFFECTS OF INFLAMMATORY BOWEL DISEASE ON THE MANAGEMENT AND OUTCOMES OF COMPLEX POLYPS IN PATIENTS UNDERGOING SURVEILLANCE COLONOSCOPY: A RETROSPECTIVE COHORT STUDY","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Colonoscopy; Inflammatory bowel disease; Retrospective cohort study; Internal medicine; Cohort; General surgery; Disease; Gastroenterology; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001019733,0.00025405,0.0003178392,0.0008845793,0.0005817955,0.000780482,0.0003551245,0.0002820483,0.001860171],"category_scores_gemma":[0.002420711,0.0003109468,0.0005955481,0.001488019,0.0002746934,0.0004464088,0.0004360375,0.0003387449,0.000288683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005790871,"about_ca_system_score_gemma":0.0007993033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01824252,"about_ca_topic_score_gemma":0.01956254,"domain_scores_codex":[0.9991531,0.0001532535,0.000136715,0.0002160314,0.0001960952,0.0001448041],"domain_scores_gemma":[0.9972783,0.0002940988,0.001490916,0.0003228951,0.000300969,0.0003127557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005038807,0.00000850671,0.9994973,0.000005144099,0.00003230186,0.00004060852,0.00001982139,0.00000467785,0.00004509939,0.00000417317,0.00003945324,0.0002525507],"study_design_scores_gemma":[0.0000065857,0.00007571118,0.9992887,0.000005984459,0.00003408758,0.0002469946,0.00008793001,0.00005344609,0.00002569566,0.000006358055,0.0001663201,0.000002246074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984574,0.0002631879,0.00007864083,0.00002463486,0.000005815809,0.000018098,0.000791382,0.000002368916,0.000358331],"genre_scores_gemma":[0.999258,0.00008617254,0.00005389759,0.00001839918,0.000008873129,0.00001352813,0.0004805737,0.000001224655,0.00007932563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01824252,"threshold_uncertainty_score":0.0362727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0049406060280171,"score_gpt":0.2272196545892946,"score_spread":0.2222790485612775,"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."}}