{"id":"W4283699643","doi":"10.1159/000525616","title":"Impact of Sites of Metastatic Dissemination on Survival in Advanced Gastroesophageal Adenocarcinoma","year":2022,"lang":"en","type":"article","venue":"Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Proportional hazards model; Oncology; Cohort; Adenocarcinoma; Chemotherapy; Retrospective cohort study; Lymph node; Performance status; Survival analysis; Cancer; Lung cancer; Surgery","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":[0.0006584615,0.0001671635,0.0002346199,0.0003495381,0.0001846954,0.0003794034,0.0001368167,0.0001808832,0.00143045],"category_scores_gemma":[0.002150408,0.00008025031,0.0004073575,0.000610291,0.000215438,0.0002903407,0.0004092462,0.0003310993,0.0001220463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002959548,"about_ca_system_score_gemma":0.000236218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396674,"about_ca_topic_score_gemma":0.003411666,"domain_scores_codex":[0.9997141,0.00009963625,0.00003112704,0.00004263014,0.00006850989,0.00004394844],"domain_scores_gemma":[0.9980391,0.0005351107,0.001005317,0.00006853738,0.0001442801,0.000207613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002757842,0.000008754905,0.9937934,0.00004822174,0.00007091138,0.0001812975,0.00003566846,0.0002104647,0.0003469782,0.00001658278,0.00007165072,0.004940351],"study_design_scores_gemma":[0.00000559137,0.0001333661,0.9982951,0.00002228778,0.00005603463,0.0008195887,0.00005810516,0.0001638523,0.00009737773,0.00003146605,0.0003141414,0.000003026839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951059,0.003917808,0.0001252497,0.00005673338,0.000005292918,0.000004393686,0.0002589688,0.00000386021,0.0005218747],"genre_scores_gemma":[0.9993433,0.000404108,0.00004269124,0.000008132411,0.000006707049,0.000001733638,0.0001297298,0.000001054466,0.00006255638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00143045,"threshold_uncertainty_score":0.004785359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306080443489189,"score_gpt":0.4129849964955762,"score_spread":0.3799241920606843,"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."}}