{"id":"W4229014719","doi":"10.1016/j.cgh.2022.04.021","title":"A Rectum-Specific Selective Resection Algorithm Optimizes Oncologic Outcomes for Large Nonpedunculated Rectal Polyps","year":2022,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Rectum; Resection; Distal colon; General surgery; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004020975,0.0004076737,0.0004770414,0.0007323554,0.0003109308,0.0008073801,0.0003044696,0.0003593928,0.001530893],"category_scores_gemma":[0.002509276,0.0001548791,0.0007561261,0.0003907838,0.0001657424,0.0005390325,0.000631204,0.0006454053,0.0004455651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134405,"about_ca_system_score_gemma":0.0009909204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128697,"about_ca_topic_score_gemma":0.003615709,"domain_scores_codex":[0.9997434,0.00006104586,0.00002797814,0.00007552138,0.00004803302,0.00004401575],"domain_scores_gemma":[0.9995741,0.000100719,0.0001149492,0.00002245611,0.00007354331,0.0001141686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00207552,0.0004877165,0.5708772,0.0002288546,0.0004468015,0.0005158913,0.0001782482,0.01476929,0.005756899,0.0008056322,0.01028308,0.3935749],"study_design_scores_gemma":[0.0006680958,0.003610559,0.8026519,0.0004612574,0.002274679,0.008617925,0.001189517,0.1461047,0.008649888,0.009002644,0.01661347,0.000155414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570925,0.00312849,0.02797011,0.00247104,0.0002479948,0.0001909041,0.0007911593,0.0004700873,0.007637712],"genre_scores_gemma":[0.9750435,0.0006811084,0.02163255,0.0005228603,0.0001426559,0.00006709143,0.001145938,0.00007991679,0.0006844175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001530893,"threshold_uncertainty_score":0.00512135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04513970882004188,"score_gpt":0.3566322215920656,"score_spread":0.3114925127720237,"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."}}