{"id":"W2774669736","doi":"10.1007/s10120-017-0786-6","title":"The impact of advanced age on short-term outcomes following gastric cancer resection: an ACS-NSQIP analysis","year":2017,"lang":"en","type":"article","venue":"Gastric Cancer","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Queen's University; University of British Columbia; Sunnybrook Health Science Centre; Vancouver General Hospital","funders":"","keywords":"Medicine; Gastrectomy; Perioperative; Cancer; Abdominal surgery; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003912747,0.0004224798,0.0009716276,0.0005884094,0.0007690561,0.0002036835,0.0006501078,0.0001018748,0.0003420699],"category_scores_gemma":[0.0001731625,0.0002711407,0.001171242,0.001171303,0.0001556576,0.0003480265,0.0001633034,0.0003585665,0.000005720226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008105623,"about_ca_system_score_gemma":0.000256302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004424295,"about_ca_topic_score_gemma":0.006487541,"domain_scores_codex":[0.9972045,0.00006039269,0.0005769743,0.0006129105,0.0008161147,0.0007290839],"domain_scores_gemma":[0.9972571,0.000126275,0.0004689279,0.001710346,0.0001601678,0.0002772447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005581293,0.0001097472,0.9307583,0.00003517333,0.003444594,0.00007363267,0.0001224255,0.001652253,0.0004091265,0.00001468173,0.001880629,0.06094133],"study_design_scores_gemma":[0.002048378,0.000501711,0.9936163,0.0001056616,0.00229995,0.000002830676,0.000128077,0.0001233513,0.0001365329,0.00002003538,0.0007934024,0.000223777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933126,0.0009787433,0.0001059295,0.0009899187,0.0009909266,0.0006863108,0.00006378372,0.00007136248,0.002800421],"genre_scores_gemma":[0.9899526,0.000968736,0.0001111345,0.0001072052,0.000416741,0.0002392208,0.00003093659,0.0000462066,0.008127244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06285802,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04660039703455331,"score_gpt":0.3900392464408357,"score_spread":0.3434388494062823,"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."}}