{"id":"W2966417845","doi":"10.1016/j.transci.2019.08.003","title":"Emergency management of patients with bleeding disorders: Practical points for the emergency physician","year":2019,"lang":"en","type":"review","venue":"Transfusion and Apheresis Science","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Bleeding diathesis; Emergency department; Etiology; Clotting factor; Emergency physician; Intensive care medicine; Pediatrics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004046499,0.0002443835,0.0006105919,0.0001258861,0.0003045287,0.00001437466,0.0002231233,0.00006981414,0.0003029932],"category_scores_gemma":[0.00001912611,0.0001144767,0.0002316731,0.00085036,0.0002659439,0.0001255457,0.00005773647,0.0001612707,0.00001113807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000292742,"about_ca_system_score_gemma":0.0001433192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001082246,"about_ca_topic_score_gemma":0.000008775927,"domain_scores_codex":[0.9980085,0.0000321803,0.0003633589,0.0004879,0.0007589691,0.0003490864],"domain_scores_gemma":[0.9991781,0.00009408461,0.0001289264,0.0003369532,0.0001374631,0.0001245156],"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":[0.0001050919,0.000438696,0.000912505,0.01621653,0.0002004624,0.000001286643,0.00008806938,8.310197e-8,0.000004964304,0.0004437288,0.0002819742,0.9813066],"study_design_scores_gemma":[0.005197094,0.002642023,0.01423763,0.022164,0.009247201,0.000005354918,0.001345042,0.0001661536,0.00003693719,0.0002505234,0.9437389,0.0009691729],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003572196,0.983072,0.0004461302,0.0007601642,0.0004088871,0.006663779,0.00004903927,0.00002350128,0.00500428],"genre_scores_gemma":[0.001017332,0.9973532,0.0004848348,0.000007378959,0.00003269552,0.0001039172,0.00001380529,0.00002310486,0.0009637402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9803374,"threshold_uncertainty_score":0.4668225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07164287253443367,"score_gpt":0.390162249745321,"score_spread":0.3185193772108874,"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."}}