{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003282981,0.0003621156,0.0003164544,0.0006888323,0.0003612366,0.0004662026,0.0002681544,0.0003934735,0.0007497211],"category_scores_gemma":[0.001625752,0.0001497076,0.0002079146,0.0006861188,0.0003716275,0.0002670446,0.0002909687,0.0003287701,0.0001367843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005366985,"about_ca_system_score_gemma":0.0005902194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01271125,"about_ca_topic_score_gemma":0.01787392,"domain_scores_codex":[0.9998472,0.0000310178,0.00001074356,0.00002247343,0.00003096138,0.00005755492],"domain_scores_gemma":[0.9987609,0.0002971677,0.0004669616,0.00004325263,0.0001593855,0.0002722159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006554808,0.000005018478,0.9992699,0.000002731704,0.000009363688,0.00005058111,0.00001536775,0.00002501944,0.00009030938,0.000001599058,0.00001976168,0.0004448288],"study_design_scores_gemma":[0.00000540611,0.00007722349,0.9991882,0.000002471135,0.00002161114,0.0003733672,0.00005264367,0.0001559608,0.00005388195,0.000006027571,0.00006100974,0.000002137814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995539,0.0002442908,0.0000379711,0.00001759112,0.000001842155,0.000002759837,0.00005185794,0.000001629025,0.00008813781],"genre_scores_gemma":[0.9997402,0.0000586706,0.00003895678,0.000006965821,0.000006134489,0.000002007155,0.000109748,4.358956e-7,0.00003699916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01271125,"threshold_uncertainty_score":0.02527452,"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."}}