{"id":"W2883847557","doi":"10.1182/bloodadvances.2018017418","title":"Significant gynecological bleeding in women with low von Willebrand factor levels","year":2018,"lang":"en","type":"article","venue":"Blood Advances","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Science Foundation Ireland","keywords":"Von Willebrand factor; Medicine; Pregnancy; Plasma levels; Von Willebrand disease; Obstetrics; Gynecology; Internal medicine; Endocrinology; Platelet; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000506485,0.00014493,0.0003172276,0.00006453897,0.00005824465,0.00001363995,0.00005397641,0.00005431617,0.0002842834],"category_scores_gemma":[0.00004442381,0.00008969822,0.00001942691,0.0001646349,0.000116064,0.000145284,0.00001552304,0.0000889328,0.0000292634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003961034,"about_ca_system_score_gemma":0.00004251224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007016124,"about_ca_topic_score_gemma":0.00004201543,"domain_scores_codex":[0.9990738,0.00001323058,0.0001477354,0.0002643761,0.0001569161,0.0003439148],"domain_scores_gemma":[0.9996329,0.00006461059,0.00005122385,0.0001066108,0.00003522107,0.0001094155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002509588,0.003093432,0.8658554,0.000179143,0.0004439379,0.002829101,0.002350405,0.00001174544,0.0243082,0.00009803274,0.00005998042,0.09826106],"study_design_scores_gemma":[0.01707137,0.008109623,0.9256356,0.0004046297,0.0001163721,0.0001490039,0.001311716,0.00003343797,0.03669212,0.0007259415,0.009275166,0.000475052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960997,0.0004284179,0.00001702303,0.0001521277,0.00005937914,0.0002788089,0.00001312405,0.00004114578,0.002910295],"genre_scores_gemma":[0.9985936,0.0001334898,0.0006857024,0.0002090643,0.00007069667,0.00004281916,0.000003144961,0.00001221635,0.0002492564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09778601,"threshold_uncertainty_score":0.3657787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389942350459045,"score_gpt":0.2620923926778076,"score_spread":0.2481929691732171,"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."}}