{"id":"W2991383543","doi":"10.1093/dote/doz092.23","title":"P23 MALNUTRITION INDICES AS PROGNOSTIC FACTORS FOR POSTOPERATIVE COMPLICATIONS IN ESOPHAGEAL CANCER PATIENTS","year":2019,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcopenia; Esophageal cancer; Esophagectomy; Malnutrition; Cancer; Internal medicine; Body mass index; Surgery; Weight loss; Obesity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004156925,0.0004052117,0.0004345056,0.0009375401,0.0003600166,0.0007070532,0.0002435791,0.0003880911,0.0019177],"category_scores_gemma":[0.002058674,0.0001819997,0.0006210186,0.001049769,0.0001995338,0.0004766699,0.0005561817,0.0005729784,0.0002625831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002129726,"about_ca_system_score_gemma":0.0002875181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008686144,"about_ca_topic_score_gemma":0.00114076,"domain_scores_codex":[0.9997545,0.00005302298,0.0000526615,0.00003957098,0.00004881632,0.00005132056],"domain_scores_gemma":[0.9991128,0.0001300799,0.0004456511,0.00002699492,0.0001090901,0.0001752917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575152,0.000025803,0.9975841,0.00002149548,0.00004448763,0.00005910917,0.00001470519,0.00003587598,0.00006852725,0.000005651465,0.00005428044,0.001928381],"study_design_scores_gemma":[0.000008262096,0.0002225022,0.998592,0.00001467413,0.00006231822,0.000376253,0.000118793,0.0003338078,0.00006684526,0.00003292324,0.0001660753,0.000005660975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977618,0.00118859,0.0001135612,0.00005389527,0.00001611266,0.00001466537,0.0002655179,0.000004434498,0.0005814339],"genre_scores_gemma":[0.9991239,0.0002515968,0.0001429877,0.00001573455,0.00001596341,0.00001453921,0.0002888376,0.000001419705,0.0001451242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0019177,"threshold_uncertainty_score":0.006415308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618403576147301,"score_gpt":0.3245714705532075,"score_spread":0.3083874347917345,"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."}}