{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002716827,0.00007926499,0.0003666411,0.0002162185,0.00002268204,7.919105e-7,0.00006267769,0.00001870185,0.0007513869],"category_scores_gemma":[0.0001059609,0.00006464912,0.00009635629,0.0002479939,0.00005250891,0.00002415997,0.00004565189,0.0001837511,0.000002807004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007194398,"about_ca_system_score_gemma":0.0003180297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599303,"about_ca_topic_score_gemma":0.00005910459,"domain_scores_codex":[0.9989398,0.0001901854,0.0002219407,0.0001467445,0.0003080438,0.0001932695],"domain_scores_gemma":[0.9993507,0.0002696438,0.0001083605,0.0001443508,0.00005487795,0.00007208988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004261941,0.002904469,0.9657869,0.00008241948,0.0001512692,0.0008342266,0.0005054966,0.0005540977,0.008654259,0.0002881927,0.00016184,0.01581489],"study_design_scores_gemma":[0.003132226,0.03216415,0.9604182,0.00001491242,0.00003815233,0.00003506518,0.0002838505,0.0001025876,0.003679913,0.00009061155,0.00001007126,0.00003026757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969966,0.001139788,0.00000425656,0.0001594036,0.00003593476,0.0003449522,0.0000744694,0.00000539721,0.00123923],"genre_scores_gemma":[0.9993262,0.0000199005,0.0002828192,0.00001285353,0.00001235916,0.00008863657,0.00009301675,0.000007968721,0.0001562044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02925967,"threshold_uncertainty_score":0.822716,"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."}}