{"id":"W3198748117","doi":"10.1111/hae.14397","title":"Diagnosis of von Willebrand disease: An assessment of the quality of testing in North American laboratories","year":2021,"lang":"en","type":"article","venue":"Haemophilia","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Interquartile range; Medicine; External quality assessment; Von Willebrand disease; Von Willebrand factor; Internal medicine; Immunology; Gastroenterology; Platelet; Pathology","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":[0.05380593,0.0003030563,0.0004819246,0.004577042,0.001159116,0.002829205,0.001669793,0.001055402,0.000703918],"category_scores_gemma":[0.1286744,0.0004388169,0.0005437324,0.004094467,0.002772115,0.00181782,0.002807609,0.0008115724,0.0001668488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004275632,"about_ca_system_score_gemma":0.003126145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01418764,"about_ca_topic_score_gemma":0.01014547,"domain_scores_codex":[0.9461594,0.01594988,0.008233539,0.003955513,0.02432009,0.001381519],"domain_scores_gemma":[0.7841221,0.06934383,0.06200355,0.007205829,0.07303975,0.00428491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002291481,0.00005900902,0.9714296,0.0001488324,0.0001281222,0.0001704369,0.003721069,0.0003994344,0.0005717308,0.0001803427,0.0007771195,0.02218508],"study_design_scores_gemma":[0.00001288438,0.000315116,0.9919985,0.0001682253,0.00005306919,0.000715641,0.002807772,0.001077289,0.000523529,0.0001474823,0.002156772,0.00002376789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866214,0.003497477,0.002719579,0.001850956,0.0000830488,0.0001410407,0.0003311528,0.00007133431,0.004684147],"genre_scores_gemma":[0.9972329,0.0005290889,0.00166346,0.0002046657,0.0000421312,0.00003285709,0.0001713402,0.000008721304,0.0001149053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05380593,"threshold_uncertainty_score":0.2845564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538507006455085,"score_gpt":0.35879507690448,"score_spread":0.3234100068399292,"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."}}