{"id":"W4294031864","doi":"10.1542/neo.23-9-e625","title":"Use of Albumin in the NICU: An Evidence-based Review","year":2022,"lang":"en","type":"review","venue":"NeoReviews","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Hypoalbuminemia; Medicine; Albumin; Human albumin; Clinical significance; Serum albumin; Intensive care medicine; Internal medicine","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":[0.001066053,0.0009144473,0.002070823,0.002830786,0.0002972355,0.00104349,0.001240652,0.001110565,0.004998531],"category_scores_gemma":[0.003940188,0.0002831625,0.001408775,0.00243752,0.0003160218,0.0009235475,0.0007234029,0.001238179,0.0008735778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000817012,"about_ca_system_score_gemma":0.002378471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00207405,"about_ca_topic_score_gemma":0.003856653,"domain_scores_codex":[0.999527,0.0001298207,0.0001194693,0.00006031572,0.0001322265,0.00003115115],"domain_scores_gemma":[0.9983991,0.001053269,0.0002355437,0.00002264391,0.0002346207,0.00005486355],"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":[0.0001433347,0.00004742042,0.0002854593,0.2051309,0.0006871202,0.0002236342,0.00007690161,0.000264388,0.0003279716,0.001354214,0.03711872,0.7543399],"study_design_scores_gemma":[0.0001001586,0.0001948788,0.00309392,0.2342488,0.00380045,0.002531541,0.0001773167,0.0001617827,0.0003117471,0.001794342,0.7535322,0.00005274095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002834383,0.9995469,0.0000169237,0.0001371884,0.0001071719,0.00000277832,0.00001159706,0.000001840702,0.0001471648],"genre_scores_gemma":[0.0002585564,0.9994569,0.00004143516,0.0001091731,0.00007286953,0.000003387932,0.00001304273,5.439276e-7,0.00004409614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004998531,"threshold_uncertainty_score":0.01672179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5095182322403395,"score_gpt":0.4886177649673981,"score_spread":0.02090046727294143,"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."}}