{"id":"W2017881568","doi":"10.1016/j.transci.2008.09.014","title":"Autologous Blood Programs: What is happening?","year":2008,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; Regional Municipality of Niagara; University of Ottawa; Canadian Apheresis Group","funders":"","keywords":"Happening; Medicine; History","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":[0.0164185,0.0007144456,0.001085755,0.001342895,0.00307649,0.01534268,0.002013113,0.01181421,0.02134111],"category_scores_gemma":[0.03175961,0.0005048497,0.001143786,0.003402266,0.005127469,0.01913486,0.002925577,0.01079705,0.003227737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006266876,"about_ca_system_score_gemma":0.02168304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01995679,"about_ca_topic_score_gemma":0.02747046,"domain_scores_codex":[0.9911349,0.004101613,0.0006170206,0.0008745194,0.001407745,0.001864163],"domain_scores_gemma":[0.9605485,0.01216342,0.005840328,0.001152083,0.009490606,0.01080511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006446765,0.001090819,0.03573234,0.003627898,0.0002390087,0.0005235487,0.003378524,0.0002763461,0.0002383998,0.04489595,0.4086051,0.5007474],"study_design_scores_gemma":[0.0004049337,0.0004859392,0.08187275,0.01744698,0.0005842751,0.001253042,0.04932655,0.0007757459,0.0006331187,0.06563214,0.7812165,0.0003681156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00610122,0.09323541,0.0004407723,0.8853556,0.007957249,0.00001596022,0.0002635627,0.0000885119,0.00654166],"genre_scores_gemma":[0.2905629,0.2458117,0.00379677,0.4247944,0.02404859,0.000162297,0.0007563708,0.0001684037,0.009898579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02134111,"threshold_uncertainty_score":0.08683038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630603875775506,"score_gpt":0.2429403241913343,"score_spread":0.2166342854335793,"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."}}