{"id":"W1605096863","doi":"10.1186/cc687","title":"Debate: Albumin administration should not be avoided.","year":2000,"lang":"en","type":"review","venue":"Critical Care","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Albumin; Medicine; Resuscitation; Intensive care medicine; Assertion; Human albumin; Intravascular volume status; Internal medicine; Anesthesia; Hemodynamics","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":[0.02321579,0.001161128,0.004738579,0.002120273,0.001302736,0.004104149,0.00402395,0.01885239,0.01110265],"category_scores_gemma":[0.07506131,0.0007477903,0.002800465,0.003299948,0.007084964,0.009770331,0.00225829,0.01305317,0.004842982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004004621,"about_ca_system_score_gemma":0.008037227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004277593,"about_ca_topic_score_gemma":0.005017576,"domain_scores_codex":[0.9870074,0.00547552,0.002482317,0.001315373,0.003339483,0.0003799479],"domain_scores_gemma":[0.9586284,0.0299759,0.005290245,0.0007645395,0.004343057,0.0009977833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000703526,0.00005049524,0.0003222523,0.05739665,0.001363002,0.0002201895,0.0009243232,0.0001758454,0.0003192746,0.05286081,0.5024421,0.3832215],"study_design_scores_gemma":[0.0007509412,0.0001228821,0.0008905274,0.09696839,0.001239247,0.0006314535,0.0008665482,0.00007771707,0.0001830258,0.03577337,0.8624496,0.0000462087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0002677332,0.6998594,0.0003196792,0.2794169,0.01697761,0.0000387358,0.0001608436,0.00001942407,0.002939694],"genre_scores_gemma":[0.01185986,0.4838575,0.001603496,0.4723786,0.02599142,0.0001969618,0.0001669177,0.00005632201,0.003888925],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02321579,"threshold_uncertainty_score":0.1227783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.192416762346958,"score_gpt":0.4510511726850272,"score_spread":0.2586344103380692,"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."}}