{"id":"W2511833681","doi":"10.1002/cncr.22300","title":"Low serum albumin levels and liver metastasis are powerful prognostic markers for survival in patients with carcinomas of unknown primary site","year":2006,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Hospices Civils de Lyon","keywords":"Medicine; Internal medicine; Gastroenterology; Metastasis; Multivariate analysis; Univariate analysis; Albumin; Serum albumin; Performance status; Cancer; Population; Lactate dehydrogenase; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007969991,0.0001527994,0.000373967,0.00007543293,0.00001972905,0.00000726477,0.00002708555,0.00004136038,0.00007218065],"category_scores_gemma":[0.00001551867,0.0001150524,0.00005256053,0.0001314441,0.00006488782,0.00005436203,0.00001976823,0.00004987662,7.47809e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108378,"about_ca_system_score_gemma":0.0001588726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009397013,"about_ca_topic_score_gemma":0.002917515,"domain_scores_codex":[0.9991003,0.00001870845,0.0001893696,0.0002613067,0.0002215478,0.000208748],"domain_scores_gemma":[0.9994189,0.00008748394,0.0001089958,0.0001426159,0.0001793511,0.0000626102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007048053,0.000434603,0.9904866,0.0005218224,0.0001212034,0.00001575087,0.00007552095,0.00001821143,0.00002859021,0.000009600593,0.001004787,0.006578494],"study_design_scores_gemma":[0.005957418,0.000510747,0.9897977,0.0005290168,0.0003224481,8.738201e-7,0.00002282363,0.0000149174,0.001481638,0.000004498425,0.001237646,0.0001202922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994612,0.002908842,0.00001242614,0.0002291133,0.00007923022,0.0011095,0.000843384,0.000008190944,0.0001972669],"genre_scores_gemma":[0.9990773,0.00006949185,0.0002045465,0.0001049041,0.00004642854,0.0001721883,0.00007238347,0.00002436569,0.0002284437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006458202,"threshold_uncertainty_score":0.4691701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225646207491572,"score_gpt":0.2328288931816899,"score_spread":0.2205724311067742,"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."}}