{"id":"W2324540801","doi":"10.1016/j.cjca.2011.07.516","title":"620 It is cost-effective to give a short course of low dose prophylactic steroids to cardiac surgery icu patients at medium to high risk for postoperative atrial fibrillation","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Atrial fibrillation; Adverse effect; Cardiology; Heart failure; Internal medicine; Surgery; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003563102,0.0004812943,0.0009229994,0.0007910467,0.0006493528,0.0009291875,0.000423501,0.001229858,0.01736177],"category_scores_gemma":[0.004416629,0.000203306,0.001187642,0.0004123928,0.0004314281,0.0005900225,0.000628353,0.001281742,0.001888552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522919,"about_ca_system_score_gemma":0.002399796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005225036,"about_ca_topic_score_gemma":0.009189156,"domain_scores_codex":[0.9996886,0.00008647391,0.00003207286,0.00003492463,0.00007600326,0.00008186374],"domain_scores_gemma":[0.9967738,0.0007646586,0.0004857643,0.00008089056,0.0001928713,0.001702031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01581372,0.008021052,0.06151237,0.0008036472,0.0006352437,0.002025495,0.00009049097,0.001815367,0.005313017,0.0007909524,0.02141168,0.881767],"study_design_scores_gemma":[0.02368416,0.03897084,0.842526,0.003007541,0.002698174,0.008506232,0.00103158,0.004354379,0.003584553,0.005236451,0.06611785,0.0002821948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8104712,0.04999761,0.007747588,0.06181753,0.004367901,0.001747463,0.001238272,0.0007549232,0.06185749],"genre_scores_gemma":[0.9736618,0.006828704,0.005500664,0.006940112,0.002357345,0.0002709066,0.0004868141,0.00002547925,0.003928091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01736177,"threshold_uncertainty_score":0.05808085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04456378124887209,"score_gpt":0.3013486972848211,"score_spread":0.256784916035949,"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."}}