{"id":"W2963237283","doi":"10.7861/clinmedicine.19-3-s82","title":"A HaemSTAR-led, UK-wide ‘flash-mob’ audit of intravenous immunoglobulin use in immune thrombocytopenia","year":2019,"lang":"en","type":"article","venue":"Clinical Medicine","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Intravenous Immunoglobulins; Antibody; Immune system; Intravenous Immunoglobulin Therapy; Immune thrombocytopenia; Immunology; Intravenous Infusions; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00390678,0.0002598067,0.0003362024,0.001939216,0.0007497093,0.001932204,0.0005283915,0.002509958,0.008982062],"category_scores_gemma":[0.02307642,0.0003023594,0.0003397148,0.002908549,0.001154336,0.001305101,0.002145858,0.002968785,0.002481211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458946,"about_ca_system_score_gemma":0.003738671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006864314,"about_ca_topic_score_gemma":0.01017428,"domain_scores_codex":[0.9910012,0.00273575,0.001303021,0.0005633418,0.003749876,0.0006467561],"domain_scores_gemma":[0.9735979,0.009570645,0.006508497,0.001596554,0.006001492,0.002724892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001866378,0.0002221045,0.07374929,0.0031976,0.0001109139,0.005934948,0.00126782,0.0002524547,0.001953878,0.005267372,0.5401405,0.3660367],"study_design_scores_gemma":[0.0002041688,0.0008146412,0.2532528,0.007263782,0.000172849,0.01709408,0.001581484,0.0004400648,0.001868931,0.001949804,0.7152192,0.0001381249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.219044,0.153961,0.005782266,0.3969828,0.01497294,0.0007007108,0.01654268,0.001043152,0.1909704],"genre_scores_gemma":[0.6927354,0.07302523,0.003123716,0.1856819,0.006757118,0.0002443037,0.006941681,0.000652141,0.03083847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008982062,"threshold_uncertainty_score":0.03004801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920704327891052,"score_gpt":0.3481656149334316,"score_spread":0.3089585716545211,"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."}}