{"id":"W2980522798","doi":"10.1093/dote/doz074","title":"Diagnostic criteria and symptom grading for delayed gastric conduit emptying after esophagectomy for cancer: international expert consensus based on a modified Delphi process","year":2019,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto; University Health Network","funders":"KU Leuven","keywords":"Medicine; Gastric emptying; Grading (engineering); Esophagectomy; Vomiting; Surgery; Esophageal cancer; General surgery; Cancer; Stomach; 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":[0.1638915,0.001549048,0.00150972,0.01006512,0.002561787,0.002395209,0.003127494,0.002603355,0.003287363],"category_scores_gemma":[0.1403555,0.0009764666,0.003228615,0.004393503,0.003373721,0.002647971,0.009222375,0.002432183,0.001183207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00338084,"about_ca_system_score_gemma":0.0137613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063485,"about_ca_topic_score_gemma":0.002019157,"domain_scores_codex":[0.8483644,0.1060712,0.02661611,0.003543076,0.01071636,0.004688974],"domain_scores_gemma":[0.8704123,0.05284233,0.008064123,0.005687469,0.05938613,0.003607725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003649768,0.001306498,0.06454556,0.01449219,0.0009199194,0.002336745,0.2268457,0.007986375,0.02580747,0.02477571,0.0488015,0.5785326],"study_design_scores_gemma":[0.003507547,0.008865847,0.1862246,0.02476125,0.002057357,0.01143749,0.2902149,0.07790188,0.0216091,0.08592159,0.2845387,0.002959803],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4293195,0.005070129,0.359541,0.01450242,0.002439463,0.1395539,0.001866489,0.0008261561,0.04688092],"genre_scores_gemma":[0.4877363,0.002392577,0.4094746,0.002383642,0.0004952386,0.09240634,0.002012993,0.0001481044,0.002950153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1638915,"threshold_uncertainty_score":0.8667513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214055197290816,"score_gpt":0.35125282140372,"score_spread":0.3298473016746384,"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."}}