{"id":"W4384295938","doi":"10.1097/sla.0000000000005948","title":"Discordance in Total Mesorectal Excision Specimen Grading in a Prospective Phase 2 Multicenter Rectal Cancer Trial","year":2023,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Total mesorectal excision; Grading (engineering); Colorectal cancer; Prospective cohort study; Surgery; Cancer; Internal medicine","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":[0.1013286,0.0006243301,0.001292704,0.0003546674,0.0006694267,0.002112142,0.0008939489,0.001206517,0.000822098],"category_scores_gemma":[0.1038217,0.0005674934,0.001410065,0.00064469,0.001008933,0.001093933,0.0009501495,0.001523904,0.0002003066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078993,"about_ca_system_score_gemma":0.002202618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004158108,"about_ca_topic_score_gemma":0.0008730927,"domain_scores_codex":[0.9170142,0.06933047,0.003994014,0.003860985,0.005027324,0.0007730798],"domain_scores_gemma":[0.8672012,0.05631962,0.05257738,0.01205846,0.009039494,0.002803832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6638518,0.003875297,0.2267173,0.001751989,0.008212173,0.0001649838,0.00197767,0.003147581,0.004752107,0.0005436597,0.003236716,0.08176871],"study_design_scores_gemma":[0.1811563,0.2281388,0.5493687,0.0009731654,0.01030122,0.0009023363,0.0006602449,0.01020997,0.009135346,0.001493581,0.007393,0.0002673242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890431,0.003705404,0.002415614,0.0006843808,0.0001683406,0.002135927,0.0004130494,0.00006523646,0.001369039],"genre_scores_gemma":[0.9954111,0.0002232801,0.002119966,0.0003871457,0.00008521568,0.001235077,0.0003450773,0.00001763393,0.0001754839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1013286,"threshold_uncertainty_score":0.5358832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2811802323988629,"score_gpt":0.4511443505822398,"score_spread":0.1699641181833769,"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."}}