{"id":"W1498234826","doi":"10.1177/0310057x1003800207","title":"International Albumin Use: 1995 to 2006","year":2010,"lang":"en","type":"article","venue":"Anaesthesia and Intensive Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Albumin; Resuscitation; Intensive care; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007295239,0.0004713943,0.0003580724,0.003786929,0.000212237,0.001062636,0.0005039621,0.0003050463,0.002426562],"category_scores_gemma":[0.002449698,0.0001661715,0.0004779242,0.005969263,0.0002680662,0.0007007104,0.0006035906,0.0005128618,0.001006418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720745,"about_ca_system_score_gemma":0.0005745518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0230288,"about_ca_topic_score_gemma":0.01549442,"domain_scores_codex":[0.9991055,0.0001054616,0.0002340488,0.000227279,0.0002128865,0.0001148506],"domain_scores_gemma":[0.9977747,0.0001282346,0.001426361,0.00005649401,0.0004647099,0.0001494663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004579611,0.00006108676,0.9090452,0.0009889697,0.000307222,0.0001894647,0.0009158956,0.0004484423,0.000294845,0.000856768,0.02250064,0.06393355],"study_design_scores_gemma":[0.00001415987,0.0001016817,0.9514291,0.0002055676,0.00005997109,0.0004901459,0.0002783087,0.0001511253,0.0002365541,0.00004887803,0.04697224,0.00001225011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7723992,0.05326677,0.001194622,0.002058035,0.0004373008,0.0001223788,0.1219221,0.0003081708,0.04829146],"genre_scores_gemma":[0.9126827,0.01718042,0.001448638,0.0006090679,0.0002331782,0.0001329874,0.06024099,0.00004629411,0.007425685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0230288,"threshold_uncertainty_score":0.04578948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793187284746864,"score_gpt":0.2863912931545353,"score_spread":0.2684594203070667,"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."}}