{"id":"W1481502645","doi":"10.1002/9781444303513.ch20","title":"Plasma Transfusion and Use of Albumin","year":2009,"lang":"en","type":"other","venue":"","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Albumin; Blood transfusion; Chemistry; Medicine; Internal medicine; Biochemistry","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":[0.0003879736,0.00009819731,0.0001287605,0.0004920393,0.0002731695,0.0009046725,0.0002298214,0.0003362027,0.01561476],"category_scores_gemma":[0.001908388,0.00007063213,0.0002018438,0.001081294,0.0002071336,0.000388574,0.0002443577,0.0005258364,0.00167124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007107211,"about_ca_system_score_gemma":0.0007531773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006020892,"about_ca_topic_score_gemma":0.006685928,"domain_scores_codex":[0.9995477,0.0001100698,0.0000342689,0.00003877875,0.0002285642,0.00004059923],"domain_scores_gemma":[0.9995301,0.0002046024,0.0001483596,0.00001631423,0.00006203038,0.00003865364],"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":[0.0009147935,0.0004121202,0.1022943,0.0008249421,0.00007570532,0.005265619,0.002153787,0.0004009806,0.002376644,0.02670121,0.2318518,0.6267281],"study_design_scores_gemma":[0.00002923618,0.0002989967,0.3191657,0.001607484,0.00007664326,0.01619653,0.002099465,0.0003044189,0.002589995,0.008168246,0.6494224,0.00004085883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1627475,0.2948263,0.002024164,0.02606645,0.002818504,0.00009411162,0.002591709,0.0001046005,0.5087265],"genre_scores_gemma":[0.5278478,0.2050609,0.002399494,0.004786034,0.001636358,0.0000837763,0.00145705,0.00008583844,0.2566428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01561476,"threshold_uncertainty_score":0.05223656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169826680115973,"score_gpt":0.2264224330185397,"score_spread":0.20472416621738,"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."}}