{"id":"W2888164692","doi":"10.1159/000492629","title":"An International Registry of Granulocyte Transfusions","year":2018,"lang":"en","type":"review","venue":"Transfusion Medicine and Hemotherapy","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Héma-Québec","funders":"NHS Blood and Transplant","keywords":"Medicine; Granulocyte; Clinical trial; Granulocyte colony-stimulating factor; Intensive care medicine; Family medicine; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002369639,0.0003814732,0.001673753,0.0003966973,0.0001164926,0.00001005437,0.0002353502,0.0003163765,0.002634188],"category_scores_gemma":[0.00001119034,0.0002552342,0.0003574814,0.0003418351,0.0004561874,0.00008654998,0.000006635843,0.0004088092,0.000008070911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004006199,"about_ca_system_score_gemma":0.0002325194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002693421,"about_ca_topic_score_gemma":0.00007272933,"domain_scores_codex":[0.9981031,0.00008153445,0.0007372737,0.0005039072,0.0003762848,0.0001978663],"domain_scores_gemma":[0.9986843,0.00007246857,0.0001865028,0.0006468428,0.0001525415,0.0002573456],"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":[0.0002129092,0.0002399464,0.0001191756,0.005541341,0.0002906902,0.00001962222,0.0006601312,3.189822e-8,0.0004232376,0.0002765238,0.002129263,0.9900872],"study_design_scores_gemma":[0.002240992,0.001487615,0.0001124644,0.01322459,0.001266627,0.0004839614,0.00007746898,0.000002922964,0.00003521709,0.00004579885,0.9808172,0.0002051463],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009861724,0.9893561,0.0006344495,0.001072726,0.000684401,0.0009999895,0.00006845435,0.00007844709,0.006119261],"genre_scores_gemma":[0.00007099385,0.997081,0.0002552651,0.0004950896,0.001227093,0.00005047877,0.0001280252,0.00006926294,0.000622739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.989882,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07344303574872232,"score_gpt":0.417150778062001,"score_spread":0.3437077423132786,"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."}}