{"id":"W4389219072","doi":"10.1182/blood-2023-174301","title":"A Feasibility Study Evaluating Von Willebrand Factor in Patients with Gastrointestinal Angiodysplasia","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of British Columbia","funders":"","keywords":"Angiodysplasia; Medicine; Von Willebrand factor; Capsule endoscopy; Gastroenterology; Internal medicine; Von Willebrand disease; Gastrointestinal bleeding; Platelet","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":[0.00150924,0.0004888172,0.0004111101,0.0006098946,0.0007171411,0.0005052668,0.0003420833,0.0005380438,0.00214814],"category_scores_gemma":[0.004397329,0.0003605266,0.0003331164,0.000373907,0.0004270664,0.0007676965,0.0005290865,0.0006341539,0.0006735887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002995318,"about_ca_system_score_gemma":0.0009343019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035527,"about_ca_topic_score_gemma":0.001239451,"domain_scores_codex":[0.9992806,0.0003235996,0.00006569378,0.0001310691,0.00009377322,0.0001052795],"domain_scores_gemma":[0.9968228,0.001087687,0.000522223,0.000122962,0.0004133599,0.001030843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002355356,0.002269839,0.9871539,0.00004174072,0.00001920204,0.001263944,0.000431157,0.00008134289,0.002685801,0.00003140747,0.0001333262,0.003532867],"study_design_scores_gemma":[0.001551116,0.05808587,0.9281967,0.00003091135,0.00007109064,0.006761634,0.001661841,0.001215055,0.001020003,0.00008035445,0.001294904,0.00003048294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989104,0.00004981329,0.0001252625,0.00005238307,0.000006136153,0.0003813542,0.00008069604,0.00000409827,0.0003897144],"genre_scores_gemma":[0.9984365,0.00004631865,0.0008724136,0.0001008651,0.00002374393,0.0002751093,0.0001538078,0.000001487579,0.00008985168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00214814,"threshold_uncertainty_score":0.007981718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02990036930084266,"score_gpt":0.3022202396926872,"score_spread":0.2723198703918445,"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."}}