{"id":"W2025605484","doi":"10.1016/j.transci.2010.10.013","title":"Editorial 43.3","year":2010,"lang":"en","type":"editorial","venue":"Transfusion and Apheresis Science","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SNC-Lavalin (Canada); Intertek (Canada)","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002546269,0.000577652,0.0005757333,0.0004395445,0.001152498,0.0006447022,0.001546229,0.001613115,0.001031733],"category_scores_gemma":[0.001566998,0.0004898498,0.0001534399,0.001419693,0.002818067,0.0006128137,0.0001883662,0.002513457,0.0009487404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009911092,"about_ca_system_score_gemma":0.00177372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008145239,"about_ca_topic_score_gemma":0.001580498,"domain_scores_codex":[0.9921085,0.00008625129,0.0004619805,0.00160418,0.004829326,0.0009098103],"domain_scores_gemma":[0.996986,0.0005810265,0.000185536,0.0008227195,0.0007889993,0.0006357087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000113563,0.00005655439,0.000005077116,0.00003615483,0.000004455255,0.000002848415,0.0001628481,2.980599e-7,0.1313001,0.00005088852,0.8662093,0.002057993],"study_design_scores_gemma":[0.0009686467,0.00009973872,0.00003074495,0.0001013835,0.00006044069,0.000001597024,0.00004543695,0.00001829693,0.002519256,0.0001822455,0.9953541,0.0006181868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003211044,0.000119297,0.0000165715,0.00005456369,0.9884121,0.0003781695,0.0004329631,0.0002993623,0.007075876],"genre_scores_gemma":[0.0005049743,0.0006790395,0.0003598527,0.00001411339,0.9971179,0.00002656372,0.00003719248,0.000115256,0.001145143],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1291448,"threshold_uncertainty_score":0.9998957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006898953100239179,"score_gpt":0.2678909929656616,"score_spread":0.2609920398654224,"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."}}