{"id":"W2089404812","doi":"10.1097/sla.0000000000001098","title":"International Consensus on Standardization of Data Collection for Complications Associated With Esophagectomy","year":2015,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Esophagectomy; Perioperative; Esophageal cancer; General surgery; Intensive care medicine; Delphi method; Surgery; Delphi; Chylothorax; Checklist; Internal medicine; Cancer","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":[0.4768297,0.00221605,0.003452134,0.0144985,0.003380619,0.008928266,0.01017233,0.009218402,0.003255568],"category_scores_gemma":[0.4349845,0.002058304,0.006974507,0.01054974,0.009038733,0.006916027,0.0157677,0.01544915,0.002917704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00937648,"about_ca_system_score_gemma":0.07204042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006228224,"about_ca_topic_score_gemma":0.003291754,"domain_scores_codex":[0.4571652,0.3344351,0.1309912,0.00888124,0.06152667,0.007000579],"domain_scores_gemma":[0.341701,0.2780179,0.03032656,0.05457005,0.2846471,0.01073733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004470601,0.0004153588,0.01111608,0.02999399,0.0007121061,0.0008600323,0.03344763,0.002252518,0.003862385,0.04742371,0.2250984,0.6443707],"study_design_scores_gemma":[0.0003215546,0.0005268418,0.02704655,0.1026959,0.0006638677,0.00179367,0.01609357,0.003605545,0.004817534,0.05390494,0.7880006,0.0005294511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01821213,0.0534408,0.5296499,0.2686307,0.04081772,0.03038072,0.004658514,0.00236268,0.05184681],"genre_scores_gemma":[0.0937843,0.03225631,0.7828366,0.02971609,0.00465822,0.04247387,0.007893823,0.0009023725,0.005478427],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4768297,"threshold_uncertainty_score":0.6451621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5078048010525253,"score_gpt":0.4632962066152028,"score_spread":0.04450859443732252,"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."}}