{"id":"W6908743760","doi":"10.3205/23dkou691","title":"Prevalence of anemia and association with outcome in joint arthroplasty – is there a difference between primary and revision cases?","year":2023,"lang":"en","type":"article","venue":"German Medical Science (German Research Foundation)","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Anemia; Outcome (game theory); Arthroplasty; Population; Joint arthroplasty; Risk factor; Joint (building); Primary care","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":[0.000898869,0.0001791118,0.0003280174,0.001152174,0.0002118662,0.0004585865,0.0003764749,0.0006767884,0.002946738],"category_scores_gemma":[0.003939549,0.0001543251,0.0003351986,0.0008739758,0.0004081083,0.0004177486,0.0003336654,0.0005510855,0.000332879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001797868,"about_ca_system_score_gemma":0.0001870734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585844,"about_ca_topic_score_gemma":0.001506318,"domain_scores_codex":[0.9994319,0.0001953527,0.00008909465,0.0001010578,0.0001045735,0.0000779236],"domain_scores_gemma":[0.9976771,0.0004431082,0.001338585,0.0001147315,0.0001769522,0.0002494945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001660238,0.0000384009,0.9966927,0.00003264781,0.00005887416,0.0000525853,0.00003274863,0.00002058011,0.0001180633,0.00002585197,0.0001689285,0.002592451],"study_design_scores_gemma":[0.000003220989,0.00007867387,0.9992084,0.00001806531,0.00002680166,0.0003952759,0.00005366862,0.0000614899,0.00002145358,0.00004249665,0.00008756104,0.000002960657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928796,0.005192556,0.0001211384,0.0004010063,0.00003499924,0.000006250171,0.0003235013,0.000006846968,0.00103406],"genre_scores_gemma":[0.998935,0.0005723092,0.00005517484,0.00004303898,0.00006359136,0.000003532987,0.0002303486,0.000001456293,0.00009548535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002946738,"threshold_uncertainty_score":0.009857833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07231771879993568,"score_gpt":0.4043001972464693,"score_spread":0.3319824784465336,"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."}}