{"id":"W2025768350","doi":"10.1016/j.nut.2012.10.014","title":"Albumin synthesis in surgical patients","year":2013,"lang":"en","type":"review","venue":"Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Albumin; Perioperative; Medicine; Malnutrition; Serum albumin; Diabetes mellitus; Critically ill; Surgery; Internal medicine; Intensive care medicine; Gastroenterology; Endocrinology","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":[0.0006561195,0.0006944084,0.001762843,0.001738906,0.0001934928,0.0009077857,0.0004994579,0.0008706487,0.001613717],"category_scores_gemma":[0.001897017,0.0002194479,0.0007982072,0.00195624,0.0004594826,0.0007238218,0.0007877778,0.001072094,0.0003372313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005962035,"about_ca_system_score_gemma":0.001487804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127498,"about_ca_topic_score_gemma":0.004375545,"domain_scores_codex":[0.9996979,0.00008483628,0.00008209569,0.00004115762,0.00006527491,0.00002869535],"domain_scores_gemma":[0.9993427,0.0003364029,0.0001900464,0.00001004627,0.00008832962,0.00003250138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003722102,0.00009154159,0.001493017,0.06057389,0.000483775,0.0002293553,0.0000700825,0.0001369439,0.0004309075,0.0006656882,0.01066502,0.9247875],"study_design_scores_gemma":[0.0007553154,0.001423371,0.03094769,0.1320081,0.006487096,0.006702335,0.0008389708,0.0004819408,0.002290172,0.004271158,0.8136236,0.0001702336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001680538,0.9995022,0.00002012036,0.0001116896,0.0000634578,0.00000137582,0.000003982896,9.534604e-7,0.0001281405],"genre_scores_gemma":[0.002144161,0.9973674,0.00007420567,0.0001893476,0.0001057591,0.000005590838,0.0000111465,5.097819e-7,0.0001018264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002127498,"threshold_uncertainty_score":0.005398393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06108302666409449,"score_gpt":0.3625302971515105,"score_spread":0.301447270487416,"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."}}