{"id":"W1991209562","doi":"10.1016/j.tmrv.2013.04.004","title":"Transfusion Protocol to Support Massively Bleeding Patients: Descriptive Outcomes Based on Blood Components Transfused","year":2013,"lang":"en","type":"article","venue":"Transfusion Medicine Reviews","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Protocol (science); Medicine; Blood transfusion; Intensive care medicine; Emergency medicine; Internal medicine; Pathology","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":[0.002158251,0.0001955592,0.0007773649,0.001179464,0.0005478812,0.001134639,0.0004804083,0.0004363496,0.002430645],"category_scores_gemma":[0.01337589,0.0001872401,0.000909208,0.001729836,0.0002991953,0.0007135005,0.0005415745,0.0009745572,0.0004588666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132045,"about_ca_system_score_gemma":0.002300361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631464,"about_ca_topic_score_gemma":0.002573946,"domain_scores_codex":[0.9978218,0.0006437781,0.0005501235,0.0001992035,0.0005672681,0.0002177751],"domain_scores_gemma":[0.9893,0.003038452,0.005293924,0.000381701,0.001387711,0.0005981858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01033341,0.001705098,0.8817257,0.001075433,0.0009578368,0.0005982026,0.001499492,0.0008177754,0.001928733,0.001035961,0.003801501,0.09452077],"study_design_scores_gemma":[0.0003331346,0.005555341,0.9723308,0.0009892456,0.001083384,0.002030965,0.004391681,0.0008532793,0.002555221,0.0007367128,0.009058508,0.00008179868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850929,0.00629855,0.0009950185,0.0004120543,0.0000805263,0.0004701852,0.002140657,0.00004785366,0.004462173],"genre_scores_gemma":[0.9900585,0.003934058,0.001483548,0.000381915,0.00004423202,0.000346826,0.002377328,0.00002643528,0.001347112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002430645,"threshold_uncertainty_score":0.01141405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05956742486791846,"score_gpt":0.2986675194329393,"score_spread":0.2391000945650209,"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."}}