{"id":"W3088061688","doi":"10.2106/jbjs.oa.20.00048","title":"Anemia at Presentation Predicts Acute Mortality and Need for Readmission Following Geriatric Hip Fracture","year":2020,"lang":"en","type":"article","venue":"JBJS Open Access","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Hip fracture; Anemia; Internal fixation; Femoral neck; Odds ratio; Body mass index; Surgery; Hematocrit; Myocardial infarction; Confidence interval; Osteoporosis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007721522,0.0002466294,0.0002967256,0.0006980684,0.0002446357,0.000529376,0.0002818322,0.0004401346,0.00101623],"category_scores_gemma":[0.005227277,0.0001558113,0.0004982995,0.000724929,0.0002161437,0.0003853054,0.0004203363,0.0006686905,0.0001132603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707214,"about_ca_system_score_gemma":0.0003424037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004221222,"about_ca_topic_score_gemma":0.005716844,"domain_scores_codex":[0.9995791,0.0001385432,0.00007286989,0.00005704714,0.0000908663,0.00006143691],"domain_scores_gemma":[0.9973996,0.0005021801,0.001451031,0.00007874518,0.0002611919,0.0003072417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003451415,0.00001666976,0.9991851,0.000006854025,0.00002544183,0.00001840044,0.00001181244,0.0000177534,0.00002338446,0.000003618613,0.00006084779,0.000595494],"study_design_scores_gemma":[0.000003144021,0.00003642235,0.999521,0.00001036595,0.00002996338,0.00009885687,0.00005444021,0.0001805862,0.00001286318,0.00001159705,0.00003906263,0.000001653141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982364,0.0009532525,0.00005743666,0.000160901,0.0000131548,0.000005899389,0.0001880854,0.000004234877,0.0003805677],"genre_scores_gemma":[0.9994965,0.0002119634,0.00004542092,0.00002707354,0.00002324861,0.00000299865,0.0001485955,6.374626e-7,0.00004365268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004221222,"threshold_uncertainty_score":0.008393347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09071701774552131,"score_gpt":0.4435051224303239,"score_spread":0.3527881046848025,"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."}}