{"id":"W2801592404","doi":"10.1097/dcr.0000000000000994","title":"Grading of Total Mesorectal Excision Specimens: Assessment of Interrater Agreement","year":2018,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Total mesorectal excision; Grading (engineering); Inter-rater reliability; Concordance; Colorectal cancer; Internal medicine; Cancer; Rating scale; Statistics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.08088714,0.0006486659,0.001024456,0.003846576,0.001087161,0.001581331,0.001158976,0.0004862958,0.0008238154],"category_scores_gemma":[0.09846793,0.0004880078,0.001117566,0.001940569,0.00179463,0.001205674,0.00313254,0.0006324092,0.0003787198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00084295,"about_ca_system_score_gemma":0.001336906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288132,"about_ca_topic_score_gemma":0.003537271,"domain_scores_codex":[0.9295121,0.03745743,0.0122848,0.004634138,0.01509754,0.001014023],"domain_scores_gemma":[0.8117852,0.1012253,0.0216443,0.009546848,0.05398146,0.001816861],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002071921,0.0002019811,0.8590152,0.001719643,0.002145544,0.0002116639,0.01931194,0.001716768,0.009223562,0.0008697648,0.001591659,0.1019204],"study_design_scores_gemma":[0.0001943185,0.002502469,0.9351104,0.0008301087,0.001132005,0.001444435,0.01251381,0.02113247,0.01443732,0.003605353,0.00680002,0.0002972778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480042,0.001994215,0.0417182,0.0001288655,0.0001853383,0.001059472,0.0004251124,0.0001807686,0.006303732],"genre_scores_gemma":[0.9700631,0.0003264156,0.02844069,0.00003568638,0.00004007475,0.0004629679,0.0002013611,0.00003750934,0.0003921686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9191129,"threshold_uncertainty_score":0.4277772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734121864445286,"score_gpt":0.3269913435977113,"score_spread":0.3096501249532584,"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."}}