{"id":"W4407285887","doi":"10.1093/jcag/gwae059.117","title":"A117 EXPECT THE UNEXPECTED. UNUSUAL PATHOLOGY FINDINGS FROM ROUTINE POLYPECTOMY. A REVIEW OF SUBMUCOSAL GI LESIONS","year":2025,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Polypectomy; Medicine; Pathology; General surgery; Internal medicine; Colonoscopy; Cancer; Colorectal cancer","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":[0.0005370718,0.0007431163,0.0004328965,0.003279261,0.0006395367,0.001224097,0.0006784779,0.002291062,0.003947137],"category_scores_gemma":[0.003933978,0.0005004286,0.0006325596,0.001388389,0.0006973303,0.002477089,0.0007873275,0.001835689,0.003763213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003862348,"about_ca_system_score_gemma":0.0005503139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001129086,"about_ca_topic_score_gemma":0.001894184,"domain_scores_codex":[0.9994888,0.00009540444,0.000146051,0.00007635995,0.0001232079,0.00007006241],"domain_scores_gemma":[0.9978462,0.0006194016,0.0006034571,0.0001350619,0.000398371,0.0003974898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001420987,0.00008101053,0.05271564,0.00224903,0.0001581077,0.7651032,0.0006602555,0.0001894895,0.005556718,0.0008031716,0.05109556,0.1212457],"study_design_scores_gemma":[0.000006232235,0.00003258766,0.009181806,0.0004730116,0.00004811456,0.9371076,0.0004629699,0.000114168,0.0004742035,0.0004273941,0.05165158,0.00002024547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2327141,0.6269279,0.01044479,0.05499999,0.02041868,0.0002573286,0.001074054,0.001224451,0.05193865],"genre_scores_gemma":[0.6950422,0.2194448,0.01034226,0.03136774,0.02781329,0.00009325524,0.001055668,0.0002956292,0.01454515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003947137,"threshold_uncertainty_score":0.01320451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353224707099718,"score_gpt":0.3194050600804243,"score_spread":0.2958728130094271,"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."}}