{"id":"W4405368221","doi":"10.1159/000538209","title":"Bleeding Assessment Tools","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Manitoba; Hospital for Sick Children; CancerCare Manitoba; University of Toronto","funders":"","keywords":"Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009202329,0.001260381,0.0005277915,0.002887126,0.0004497051,0.00322792,0.001120368,0.0009080367,0.1332191],"category_scores_gemma":[0.003796915,0.0004237278,0.0005215175,0.001994972,0.0004507667,0.002479008,0.001769732,0.001644025,0.08986464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000535588,"about_ca_system_score_gemma":0.001010627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056335,"about_ca_topic_score_gemma":0.002366412,"domain_scores_codex":[0.9994023,0.0001130027,0.00004567095,0.00005519686,0.0003422464,0.00004163181],"domain_scores_gemma":[0.9989773,0.0004890271,0.00005062806,0.00007431424,0.0003108674,0.00009795411],"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":[0.00003355417,0.00004939039,0.0002866844,0.0002675443,0.00000647457,0.0001556995,0.0001910263,0.0002505871,0.0004682027,0.01791656,0.4373502,0.543024],"study_design_scores_gemma":[0.000008496977,0.00002237264,0.0005313741,0.0005258768,0.000008668845,0.001015101,0.0001023609,0.0003423209,0.0003892647,0.01380327,0.9832357,0.00001526898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00133873,0.01587421,0.06542276,0.00355246,0.002469331,0.0004473311,0.003309802,0.004669595,0.9029157],"genre_scores_gemma":[0.007763578,0.01778317,0.06163684,0.002708606,0.0009132106,0.0004483842,0.003881125,0.001057036,0.903808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1332191,"threshold_uncertainty_score":0.4456623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05954869852771802,"score_gpt":0.3316745729145009,"score_spread":0.2721258743867829,"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."}}