{"id":"W4408240949","doi":"10.1053/j.gastro.2025.03.003","title":"Reply","year":2025,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Canada; Leona M. and Harry B. Helmsley Charitable Trust","keywords":"Zhàng; Medicine; History; Archaeology; China","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":[0.004138252,0.001220552,0.001739588,0.001249777,0.009669248,0.008998286,0.002689895,0.1184125,0.02327132],"category_scores_gemma":[0.02668467,0.001299585,0.001898326,0.0009213687,0.00325895,0.004156718,0.004050254,0.05752086,0.01648288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007044814,"about_ca_system_score_gemma":0.009784491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01899177,"about_ca_topic_score_gemma":0.03069971,"domain_scores_codex":[0.9957963,0.000723446,0.000447057,0.0006723191,0.001030551,0.001330404],"domain_scores_gemma":[0.9912924,0.003202628,0.0006647917,0.0002674448,0.001820849,0.002751803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003487815,0.00001543113,0.0004731883,0.00003350283,0.00001610818,0.001409309,0.0001677617,0.00003242483,0.00008198232,0.001189891,0.9943941,0.002151408],"study_design_scores_gemma":[0.00009033698,0.00004030253,0.001642445,0.0003284239,0.00004942515,0.001417302,0.001095007,0.0002067197,0.0001700855,0.00494554,0.9899198,0.00009458715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003713111,0.001004228,0.00006419889,0.9547162,0.03853969,0.00002335764,0.0000728672,0.00002873941,0.005179392],"genre_scores_gemma":[0.001282147,0.0002946061,0.00005870925,0.9741864,0.01093263,0.00003058227,0.00002206145,0.00001401083,0.01317878],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1184125,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005211144492071,"score_gpt":0.2507707213234456,"score_spread":0.2407186098785249,"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."}}