{"id":"W4376113394","doi":"10.1016/j.transci.2023.103723","title":"Characterizing the process of urgent referrals and transfers to a large tertiary care apheresis centre in Ontario: A retrospective database review","year":2023,"lang":"en","type":"review","venue":"Transfusion and Apheresis Science","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Referral; Retrospective cohort study; Emergency medicine; Apheresis; Christian ministry; Family medicine; Internal medicine","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":[0.002693802,0.0004225607,0.001632636,0.008046729,0.0008660495,0.001906871,0.001514763,0.000744036,0.002317371],"category_scores_gemma":[0.01350685,0.0006572883,0.001959348,0.01475875,0.0007438577,0.0007852134,0.001192562,0.0007112998,0.0002317359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.010652,"about_ca_system_score_gemma":0.03859278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5696771,"about_ca_topic_score_gemma":0.8010907,"domain_scores_codex":[0.9953635,0.000480309,0.001980847,0.0006437053,0.001193158,0.0003384228],"domain_scores_gemma":[0.9846041,0.00370421,0.007179501,0.0004201357,0.003491418,0.0006006337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006154596,0.0001196362,0.7178127,0.1712881,0.006664649,0.001560779,0.005365294,0.0002351705,0.0006236699,0.0008052079,0.01458819,0.0803211],"study_design_scores_gemma":[0.0001030029,0.0001410335,0.9046309,0.04303277,0.01041806,0.001576437,0.003587371,0.0001314219,0.0001799409,0.0001001316,0.03599787,0.0001009522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1865363,0.7743272,0.00038309,0.001118874,0.0001229513,0.000625606,0.03339499,0.00002599961,0.003464954],"genre_scores_gemma":[0.5310458,0.4482816,0.001743619,0.001387321,0.0000969158,0.0006705123,0.01545446,0.00002829072,0.001291382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4303229,"threshold_uncertainty_score":0.8657143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04666711589413905,"score_gpt":0.3188370841161391,"score_spread":0.272169968222,"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."}}