{"id":"W4251402033","doi":"10.1016/j.gie.2017.05.046","title":"Response:","year":2017,"lang":"en","type":"letter","venue":"Gastrointestinal Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Whipple Procedure; Pancreatic duct; Anastomosis; Pancreatitis; General surgery; Surgery; Resection","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009537145,0.0004205289,0.001100309,0.0002707719,0.0002491617,0.00006979794,0.0004827995,0.0004193427,0.001435349],"category_scores_gemma":[0.005954751,0.0003564434,0.0002643924,0.00006441883,0.0006211135,0.00005295688,0.0001544133,0.003337504,0.001649062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590927,"about_ca_system_score_gemma":0.001571214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008483584,"about_ca_topic_score_gemma":0.000001510637,"domain_scores_codex":[0.9969661,0.0003913491,0.0003913697,0.0005972077,0.000727415,0.000926604],"domain_scores_gemma":[0.9963903,0.001461064,0.000294954,0.001352085,0.0002644887,0.0002370471],"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":[0.003462208,0.00004255053,0.02134886,0.0002022761,0.00007247872,0.02639512,0.00001286712,3.963727e-8,0.003674112,0.00000421395,0.9446587,0.0001265744],"study_design_scores_gemma":[0.00205259,0.00263599,0.01757654,0.001962583,0.0003494854,0.07368724,0.00001018186,0.00003889349,0.0000521768,0.0001184831,0.901263,0.000252819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005633627,0.0001387849,0.0009885264,0.9451852,0.0002366458,0.0006791158,0.00006535486,0.0001612228,0.04691147],"genre_scores_gemma":[0.0006958356,0.00003085287,0.146689,0.594616,0.007615821,0.0001848807,0.000460511,0.0001909716,0.2495161],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3505692,"threshold_uncertainty_score":0.9998888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04857773023584609,"score_gpt":0.3630895710060766,"score_spread":0.3145118407702305,"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."}}