{"id":"W4392271682","doi":"10.1007/s00402-024-05247-z","title":"Prevalence of anemia and association with outcome in joint arthroplasty – is there a difference between primary and revision cases?","year":2024,"lang":"en","type":"article","venue":"Archives of Orthopaedic and Trauma Surgery","topic":"Blood transfusion and management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Anemia; Perioperative; Arthroplasty; Odds ratio; Orthopedic surgery; Retrospective cohort study; Complication; Surgery; Blood transfusion; 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":[0.0003008019,0.0001170719,0.0004051618,0.0001965339,0.00002333869,0.000009378036,0.0000148938,0.0000415523,0.00001458659],"category_scores_gemma":[0.00004566447,0.00008231623,0.00005955799,0.0001048429,0.000141337,0.00005610113,0.00003451739,0.0001487624,1.92443e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006449611,"about_ca_system_score_gemma":0.00003592693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005504382,"about_ca_topic_score_gemma":0.00001197225,"domain_scores_codex":[0.9990197,0.00005126177,0.0003513325,0.0002432405,0.00020799,0.0001264325],"domain_scores_gemma":[0.9989558,0.0007593681,0.00009027564,0.0001026832,0.00001246552,0.00007944687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009429616,0.000041246,0.7632667,0.00508297,0.00005094435,0.00008202265,0.0006866194,3.716327e-8,0.0001018598,0.00004925398,0.00001736593,0.2305267],"study_design_scores_gemma":[0.000682509,0.0001933414,0.9957601,0.002555422,0.0001974611,0.0000395787,0.00009339764,0.0000259963,0.0001401224,0.00005406906,0.000179413,0.00007862374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918668,0.006613961,0.0001449646,0.0005932549,0.0000259957,0.0002569919,0.00003276437,0.00001602762,0.0004491852],"genre_scores_gemma":[0.9879272,0.01148803,0.0002269345,0.00006881915,0.00001644809,0.000004715537,0.000007773826,0.000009557943,0.0002505369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2324934,"threshold_uncertainty_score":0.3356759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330706365484315,"score_gpt":0.2502681503459459,"score_spread":0.2269610866911027,"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."}}