{"id":"W4212942000","doi":"10.1093/jcag/gwab049.028","title":"A29 ALBUMIN UTILISATION AT A TERTIARY CARE HOSPITAL","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Albumin; Medical prescription; Intensive care unit; Intensive care medicine; Cirrhosis; Emergency medicine; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002854847,0.0001830303,0.000310101,0.001164918,0.001360745,0.00112033,0.0005375991,0.0003093123,0.01328149],"category_scores_gemma":[0.002300348,0.0001881319,0.0004125344,0.002323087,0.0004285508,0.00042079,0.001211893,0.0004145198,0.00112156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007028615,"about_ca_system_score_gemma":0.006286529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1159542,"about_ca_topic_score_gemma":0.1653326,"domain_scores_codex":[0.9984296,0.000171582,0.0002832199,0.0002393797,0.0004072556,0.0004688668],"domain_scores_gemma":[0.9941192,0.0004272524,0.002476324,0.0001471201,0.0008662706,0.00196383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007210077,0.00003976337,0.988976,0.0001450743,0.00004045251,0.00105083,0.0004253043,0.00007132434,0.0003530139,0.0001012501,0.002874277,0.005850685],"study_design_scores_gemma":[0.000014975,0.0001436453,0.9931978,0.0001444911,0.0000228026,0.001372632,0.001148195,0.000215021,0.0001666829,0.00004866481,0.003513739,0.00001139395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808483,0.001221198,0.0001315333,0.0009869453,0.00003248336,0.0001028087,0.00557967,0.00004731759,0.01104962],"genre_scores_gemma":[0.9966449,0.0003873007,0.0001268993,0.0004134272,0.00004389435,0.00004010153,0.001039666,0.000005442328,0.001298447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1159542,"threshold_uncertainty_score":0.2305586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006649904569059032,"score_gpt":0.2215467788451191,"score_spread":0.2148968742760601,"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."}}