{"id":"W3132871788","doi":"10.1080/16078454.2021.1880762","title":"Anticoagulation and bone marrow biopsy: is it safe to proceed?","year":2021,"lang":"en","type":"review","venue":"Hematology","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Biopsy; Bone marrow; Clinical judgement; Surgery; Intensive care medicine; Radiology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001169248,0.0003776203,0.003100679,0.0002031491,0.00005840796,0.00002372794,0.00007232175,0.000706833,0.0009751164],"category_scores_gemma":[0.001215505,0.000286559,0.0002473443,0.0004085547,0.00007472876,0.00002263227,0.0001361866,0.0002922557,0.0004821822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002604071,"about_ca_system_score_gemma":0.0002188816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005290662,"about_ca_topic_score_gemma":0.000002539434,"domain_scores_codex":[0.9980806,0.00006543409,0.0007013478,0.0006055735,0.0001712109,0.0003758058],"domain_scores_gemma":[0.9986987,0.0003578228,0.0001764563,0.0003424661,0.0001308363,0.0002937588],"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":[0.0000497652,0.0008150376,0.002406167,0.1326478,0.0004996133,0.004639266,0.0003363243,6.621698e-8,0.000003585198,0.04379922,0.1740816,0.6407216],"study_design_scores_gemma":[0.0003025212,0.0001261942,0.00004476058,0.01216948,0.0007975055,0.01058289,0.00006300392,0.000006235921,0.000005500958,0.0001942829,0.9754091,0.0002985162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001787527,0.9919482,0.000236522,0.003588025,0.0001209191,0.0009916488,0.00002105671,0.00003940723,0.002875449],"genre_scores_gemma":[0.000174491,0.9940952,0.001998871,0.002501527,0.00005646493,0.0001135316,0.000154975,0.00004327535,0.0008616552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8013275,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08793835778918042,"score_gpt":0.3882944493991986,"score_spread":0.3003560916100182,"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."}}