{"id":"W2155982079","doi":"10.1016/j.tmrv.2014.09.002","title":"Postdonation Information and Blood Component Retrievals: Realigning Blood Center and Hospital Actions Based on Risk Assessment","year":2014,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Medicine; Deferral; Blood transfusion; Donation; Confusion; Medical emergency; Blood donor; Intensive care medicine; Surgery; Business; Finance; Immunology","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":[0.004606876,0.001041263,0.002528214,0.006540077,0.0003433571,0.001669958,0.001179486,0.001601397,0.002678534],"category_scores_gemma":[0.02015655,0.0005359248,0.002274483,0.004814623,0.0005569102,0.001413201,0.0007331612,0.001326136,0.0003794533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864057,"about_ca_system_score_gemma":0.006414777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008046308,"about_ca_topic_score_gemma":0.02623008,"domain_scores_codex":[0.9959669,0.001291067,0.001064038,0.0002965829,0.001267128,0.0001143198],"domain_scores_gemma":[0.9818233,0.01068211,0.004713351,0.0002168584,0.002331414,0.0002330493],"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":[0.0001493756,0.00008903741,0.001520254,0.1121661,0.0009287578,0.0001044628,0.0001549234,0.0002414747,0.0002640691,0.0006193027,0.01194482,0.8718174],"study_design_scores_gemma":[0.0003035723,0.0009721041,0.02455461,0.3824781,0.01683773,0.002060456,0.0009026008,0.0007159344,0.001415519,0.001388188,0.5682162,0.0001550084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003290982,0.9986737,0.0001148299,0.0003015465,0.0001203792,0.00002212779,0.00003665445,0.000005552327,0.0003960586],"genre_scores_gemma":[0.004779913,0.9935969,0.0007828469,0.0003879487,0.000137914,0.0000288434,0.00005130944,0.000002150988,0.0002321201],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008046308,"threshold_uncertainty_score":0.02436376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04068972110293658,"score_gpt":0.3261312584030238,"score_spread":0.2854415373000873,"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."}}