{"id":"W3107195414","doi":"10.1182/hematology.2020000140","title":"Women and bleeding disorders: diagnostic challenges","year":2020,"lang":"en","type":"review","venue":"Hematology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Von Willebrand disease; Medicine; Intensive care medicine; Platelet disorder; Disease; Von Willebrand factor; Platelet; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004633034,0.0003465083,0.002617671,0.0001185925,0.00004261,0.000008193728,0.00006612126,0.0003193606,0.00007664805],"category_scores_gemma":[0.0002691689,0.0002598092,0.0001454716,0.0001017072,0.00007387222,0.00002490616,0.00008507024,0.0002592223,0.0001920882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005252233,"about_ca_system_score_gemma":0.00009162536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000280635,"about_ca_topic_score_gemma":0.000005942663,"domain_scores_codex":[0.99876,0.00004687292,0.0003073628,0.0004451781,0.00008547185,0.0003550947],"domain_scores_gemma":[0.9988869,0.000582003,0.0001281846,0.0001858307,0.0000104569,0.0002066024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000596338,0.00010377,0.0000627171,0.02578566,0.0005118823,0.001806004,0.0002956431,1.308525e-9,5.886968e-9,0.002108451,0.0001935016,0.9691264],"study_design_scores_gemma":[0.0005898263,0.0002338122,0.00001078099,0.004433489,0.000682302,0.003992194,0.0001228764,9.711049e-7,4.96351e-8,0.0009597533,0.9887865,0.0001874046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001206331,0.995473,0.000001858511,0.0009485665,0.0001021116,0.0006403601,0.000009403365,0.00007149444,0.002632547],"genre_scores_gemma":[0.0003490769,0.9989795,0.00005154932,0.0000750763,0.0000522265,0.0003166278,0.0000453898,0.0000529585,0.00007761455],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.988593,"threshold_uncertainty_score":0.9999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05276704902129322,"score_gpt":0.32218339244257,"score_spread":0.2694163434212768,"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."}}