{"id":"W2408288427","doi":"10.1182/blood-2016-03-703231","title":"VWD diagnosis: improved","year":2016,"lang":"en","type":"letter","venue":"Blood","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Von Willebrand disease; Von Willebrand factor; Multiplex; Phenotype; Medicine; Immunology; Molecular biology; Genetics; Biology; Platelet; Gene","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":[0.001420193,0.001095791,0.0009892898,0.001439419,0.001469265,0.002102033,0.00122165,0.009479698,0.004096109],"category_scores_gemma":[0.01295933,0.0003799597,0.0009644883,0.0005236414,0.001083722,0.002949278,0.0007589835,0.01083196,0.003190261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001788976,"about_ca_system_score_gemma":0.001071436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614767,"about_ca_topic_score_gemma":0.002354876,"domain_scores_codex":[0.9981574,0.0004274912,0.0003054303,0.0002884275,0.0006090041,0.0002122213],"domain_scores_gemma":[0.9973167,0.001034596,0.0001619936,0.0001597169,0.001001286,0.0003257164],"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":[0.0001785557,0.0001916257,0.008013033,0.0002792121,0.00005366089,0.1072669,0.0002057058,0.0004494574,0.00153253,0.007783604,0.7572576,0.1167882],"study_design_scores_gemma":[0.0001832467,0.0002054365,0.004291068,0.001615412,0.0001348082,0.3310666,0.000406698,0.003073941,0.001303656,0.02882764,0.6287968,0.00009466996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004418743,0.02423305,0.003368171,0.9068471,0.0427167,0.00005557996,0.000143352,0.0002449834,0.01797233],"genre_scores_gemma":[0.08617029,0.03669836,0.006859036,0.5806761,0.2740963,0.00008885958,0.0005322815,0.0001200273,0.01475878],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.009479698,"threshold_uncertainty_score":0.01370287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130141461417187,"score_gpt":0.237677401372367,"score_spread":0.2263759867581951,"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."}}