{"id":"W2556742226","doi":"","title":"INFECTIONS AFTER BLOOD TRANSFUSION IN PRIMARY TOTAL JOINT ARTHROPLASTY","year":2018,"lang":"en","type":"article","venue":"","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bible College","funders":"","keywords":"Medicine; Blood transfusion; Arthroplasty; Cohort; Surgery; Odds ratio; Comorbidity; Logistic regression; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000307886,0.0001557273,0.0002587597,0.00042066,0.0004364538,0.0006769851,0.0002432474,0.0002610215,0.001758168],"category_scores_gemma":[0.002107306,0.0001859016,0.0004078743,0.0009354826,0.0002776553,0.0002126607,0.0004014248,0.0006050579,0.0001133757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008398492,"about_ca_system_score_gemma":0.001470634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03859707,"about_ca_topic_score_gemma":0.04637703,"domain_scores_codex":[0.9993669,0.0001194558,0.00007650464,0.00007601127,0.0002058597,0.0001552894],"domain_scores_gemma":[0.9988035,0.0001677372,0.0006698154,0.00004511845,0.0001392848,0.0001744521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009255749,0.00002522882,0.9968798,0.00002777066,0.00003906715,0.0002049103,0.0001046254,0.00002681369,0.00006526726,0.00002212614,0.0001796734,0.002332124],"study_design_scores_gemma":[0.000005667627,0.0000683167,0.9984068,0.0000362747,0.00003452952,0.0006824856,0.0003314298,0.0001196168,0.00002940392,0.00003480363,0.0002468645,0.00000373128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997251,0.0017078,0.00008456457,0.0001141743,0.00002034569,0.000009745578,0.0001809622,0.000003264839,0.000628172],"genre_scores_gemma":[0.999158,0.0004895495,0.00003674399,0.000051804,0.00001595373,0.000003760744,0.0001385489,7.33745e-7,0.0001048522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03859707,"threshold_uncertainty_score":0.07674485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007039993828438749,"score_gpt":0.2295260952220448,"score_spread":0.222486101393606,"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."}}