{"id":"W2002471713","doi":"10.1016/j.hoc.2012.01.002","title":"Why Is My Patient Bleeding Or Bruising?","year":2012,"lang":"en","type":"review","venue":"Hematology/Oncology Clinics of North America","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Von Willebrand disease; Medicine; Hemostasis; Differential diagnosis; Major bleeding; Bleeding time; Population; Surgery; Intensive care medicine; Von Willebrand factor; Internal medicine; Pathology; Platelet; Platelet aggregation","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":[0.0001935029,0.0008228524,0.00769243,0.0004468273,0.000123042,0.000006574765,0.0003383516,0.001162045,0.0006537886],"category_scores_gemma":[0.0003421414,0.0005771022,0.001167041,0.0007096287,0.0006998624,0.00007549956,0.0002634191,0.001045164,0.0004917245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938769,"about_ca_system_score_gemma":0.001302455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004899974,"about_ca_topic_score_gemma":0.00006084043,"domain_scores_codex":[0.9953066,0.0002626091,0.002346252,0.0008322432,0.0003238374,0.0009284312],"domain_scores_gemma":[0.9943018,0.001535766,0.002643352,0.0008530669,0.0002274472,0.0004385817],"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":[0.0002195119,0.001844081,0.00523711,0.00763798,0.001944531,0.001626837,0.0001997248,8.75687e-8,1.31711e-8,0.00001063342,0.01839601,0.9628835],"study_design_scores_gemma":[0.001268415,0.002648974,0.00004140514,0.002857322,0.006790988,0.003923328,0.00007433893,0.00000400949,5.285896e-7,0.00001595839,0.9819516,0.0004231144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001514128,0.9932439,0.00003043361,0.0004238849,0.0009974827,0.001541319,0.000166495,0.00008904147,0.001993281],"genre_scores_gemma":[0.0002376602,0.9908,0.00296421,0.004877653,0.0001276252,0.0001931914,0.0004938674,0.0001204865,0.0001853076],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9635556,"threshold_uncertainty_score":0.9996681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07921021985996361,"score_gpt":0.3973480640934707,"score_spread":0.318137844233507,"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."}}