{"id":"W4407285094","doi":"10.1093/jcag/gwae059.111","title":"A111 EVALUATION OF REFERRAL COMPLETENESS FOR LARGE NON-PEDUNCULATED POLYPS IN LIGHT OF RECENT INTERNATIONAL CONSENSUS: A SINGLE-CENTER STUDY","year":2025,"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":"University of Toronto","funders":"","keywords":"Completeness (order theory); Referral; Single Center; Medical physics; Medicine; Center (category theory); Family medicine; Mathematics; Surgery","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":[0.01121356,0.0003887726,0.0007986474,0.005819632,0.0007786055,0.00152551,0.001278395,0.0008347836,0.002433035],"category_scores_gemma":[0.03821477,0.0004786015,0.0009778291,0.005280535,0.000688466,0.001799554,0.001897587,0.0004719678,0.0007517003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001377298,"about_ca_system_score_gemma":0.001408642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00647725,"about_ca_topic_score_gemma":0.006690218,"domain_scores_codex":[0.986021,0.004736873,0.003196455,0.002205411,0.002881097,0.0009592365],"domain_scores_gemma":[0.9239924,0.0175333,0.03446448,0.004153111,0.01648414,0.003372551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004643851,0.00001882767,0.9989927,0.00002050655,0.00002643326,0.00003491517,0.0001460314,0.00001314441,0.00002746687,0.000005344283,0.00006456072,0.0006035999],"study_design_scores_gemma":[0.00000910976,0.0002217183,0.9976566,0.00003133776,0.00004895596,0.0003690796,0.001095808,0.0002309978,0.00006624727,0.000008652192,0.0002527341,0.000008761715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977885,0.0003850803,0.0002776264,0.0000477564,0.00001161661,0.00009675167,0.000762918,0.000008880181,0.0006207332],"genre_scores_gemma":[0.9986105,0.00009918468,0.0002543677,0.0000369021,0.00002152019,0.00008436042,0.0008089098,0.000007025005,0.00007718826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01121356,"threshold_uncertainty_score":0.05930364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04299290468870901,"score_gpt":0.3209381600924064,"score_spread":0.2779452554036974,"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."}}