{"id":"W2589956626","doi":"10.1182/blood.v118.21.4775.4775","title":"Adverse Events Associated with Bone Marrow Biopsy In A Resident Training Program; First Do No Harm","year":2011,"lang":"en","type":"article","venue":"Blood","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Bone marrow; Biopsy; Quality assurance; Complication; Adverse effect; Surgery; Radiology; Internal medicine; Pathology","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":[0.0001581055,0.0001412483,0.0003166045,0.00007097939,0.00004051859,0.000004590601,0.00006212429,0.0001239509,0.0003173936],"category_scores_gemma":[0.000918013,0.0001030882,0.00005699464,0.0002463339,0.00005107087,0.00003865918,0.00002738125,0.0001695888,0.00007135656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002041331,"about_ca_system_score_gemma":0.00006473548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009866092,"about_ca_topic_score_gemma":0.0001742198,"domain_scores_codex":[0.9989356,0.0000289124,0.0002467156,0.0002331883,0.0002171507,0.0003384158],"domain_scores_gemma":[0.9994392,0.00008469288,0.00008156669,0.0001646273,0.00007365311,0.000156218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003874747,0.006914733,0.9850121,0.0001030783,0.0001476919,0.00294257,0.003133854,6.00662e-7,0.00005835302,0.0001592602,0.0003824451,0.0007577964],"study_design_scores_gemma":[0.01320279,0.002171327,0.9801302,0.001380701,0.0002972579,0.0001478429,0.001301394,0.00004956283,0.0002339531,0.0003452305,0.0004441349,0.0002956291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883674,0.0001467038,0.000008932549,0.0001718683,0.00003426247,0.0006025551,0.00000725035,0.0001023121,0.01055873],"genre_scores_gemma":[0.997279,0.00003270278,0.002154542,0.0001511203,0.00001972975,0.0001088636,0.00002353993,0.00001932123,0.0002111885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01281532,"threshold_uncertainty_score":0.4203815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04296725962658473,"score_gpt":0.2649472250641648,"score_spread":0.2219799654375801,"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."}}