{"id":"W4404603528","doi":"10.1002/pbc.31450","title":"Hypoalbuminemia and Nutritional Status in Children With Cancer","year":2024,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hypoalbuminemia; Medicine; Internal medicine; Body mass index; Hazard ratio; Retrospective cohort study; Serum albumin; Cohort; Cohort study; Proportional hazards model; Gastroenterology; Oncology; Confidence interval","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":[0.0006003018,0.0001934443,0.0003063351,0.000806178,0.000301572,0.0003992925,0.0002354708,0.0002422197,0.0007426402],"category_scores_gemma":[0.003033708,0.0001371941,0.000205046,0.001178473,0.0003636379,0.0003403383,0.0003705084,0.0006111976,0.00007019354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003683612,"about_ca_system_score_gemma":0.0005227054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004635164,"about_ca_topic_score_gemma":0.004611347,"domain_scores_codex":[0.9996513,0.00009629975,0.00003821374,0.00005439463,0.0000992946,0.00006048844],"domain_scores_gemma":[0.997331,0.0004462597,0.001732296,0.00004842927,0.0001587284,0.0002833725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002145128,0.000004254555,0.9989963,0.0000106101,0.000009237965,0.00006748821,0.00002238616,0.00001699746,0.00003840924,0.000005692725,0.00004534138,0.0007617845],"study_design_scores_gemma":[0.000001526831,0.00004660576,0.9985514,0.00001364405,0.00001406157,0.001049635,0.00006652832,0.00005829271,0.0000374858,0.00001283516,0.0001466888,0.000001225077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969165,0.002322131,0.00008405748,0.0001417554,0.000006911739,0.000007371801,0.000218319,0.000005002082,0.000297909],"genre_scores_gemma":[0.9988869,0.0007120136,0.000110906,0.00003057912,0.00001232438,0.00000590775,0.0002079949,0.000001579276,0.00003190765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004635164,"threshold_uncertainty_score":0.009216368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388519331833893,"score_gpt":0.3095344577198698,"score_spread":0.2956492644015308,"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."}}