{"id":"W2799641449","doi":"10.1111/ijlh.12822","title":"How I investigate for bleeding disorders","year":2018,"lang":"en","type":"review","venue":"International Journal of Laboratory Hematology","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Regional Laboratory Medicine Program","funders":"Canadian Institutes of Health Research; Canadian Hemophilia Society","keywords":"Von Willebrand disease; Medicine; Platelet disorder; Coagulation Disorder; Afibrinogenemia; Bleeding diathesis; Intensive care medicine; Von Willebrand factor; Severe bleeding; Coagulation; Fibrinogen; Pediatrics; Surgery; Platelet; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004692414,0.0002702051,0.001493181,0.0007275297,0.00004519631,0.00006298442,0.0004383719,0.0003511219,0.0000478964],"category_scores_gemma":[0.0009615283,0.0001809086,0.0005980039,0.0002107925,0.0002463035,0.0001448384,0.00006337994,0.0004339709,0.00002488942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200471,"about_ca_system_score_gemma":0.001573557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.112786e-7,"about_ca_topic_score_gemma":0.00000207248,"domain_scores_codex":[0.9982097,0.0001006622,0.0007219869,0.0002154412,0.0004967551,0.0002554125],"domain_scores_gemma":[0.9966792,0.0003733278,0.0008512596,0.0001563252,0.001708724,0.0002311583],"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":[0.0007161161,0.001073379,0.002083556,0.03425593,0.0185156,0.003325501,0.0003113719,2.23943e-7,0.00005961827,0.01249442,0.1143131,0.8128512],"study_design_scores_gemma":[0.001009819,0.0003954533,0.000001787149,0.007677024,0.0006979542,0.001689347,0.00003122353,0.000002870631,0.00007579727,0.0005045802,0.9877843,0.0001298442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001501461,0.9926,0.00012746,0.004415519,0.002014314,0.0004483647,0.00007502973,0.00001326261,0.0001559681],"genre_scores_gemma":[0.0001275572,0.9956644,0.001636359,0.0001252878,0.001722043,0.00003397831,0.00005139801,0.00005252671,0.0005864882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8734712,"threshold_uncertainty_score":0.7377238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07689587736778297,"score_gpt":0.4138989823508378,"score_spread":0.3370031049830549,"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."}}