{"id":"W4378233814","doi":"10.1111/aas.14262","title":"New‐onset atrial fibrillation in critically ill adult patients—an <scp>SSAI</scp> clinical practice guideline","year":2023,"lang":"en","type":"article","venue":"Acta Anaesthesiologica Scandinavica","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Hamilton General Hospital","funders":"Region Sjælland","keywords":"Medicine; Atrial fibrillation; Guideline; Intensive care medicine; Cardioversion; Observational study; Randomized controlled trial; Critically ill; Cardiology; 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":[0.01087654,0.001431215,0.002706577,0.003734675,0.001200929,0.002894947,0.003915242,0.006284954,0.002964042],"category_scores_gemma":[0.03479516,0.0008987555,0.004508429,0.003536259,0.001011801,0.001611974,0.002172849,0.006903531,0.002722247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004602747,"about_ca_system_score_gemma":0.01770356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02574067,"about_ca_topic_score_gemma":0.03727396,"domain_scores_codex":[0.9852362,0.004580139,0.006279352,0.0006468015,0.002727869,0.0005296905],"domain_scores_gemma":[0.967407,0.007138649,0.00530867,0.0008258882,0.01735272,0.001966993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001532108,0.0002298071,0.005102885,0.01978854,0.00119489,0.0006723963,0.0006046084,0.0021381,0.001199562,0.005578618,0.7412663,0.2220711],"study_design_scores_gemma":[0.0009349704,0.0003051473,0.01642373,0.1072792,0.002829745,0.001285746,0.0004388814,0.003087777,0.0008185958,0.008740507,0.8576546,0.0002011217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.009574428,0.2652448,0.04000155,0.5167323,0.02179079,0.0161147,0.0265548,0.00149831,0.1024884],"genre_scores_gemma":[0.0676496,0.3055738,0.3004656,0.2143771,0.0132188,0.02205654,0.0537019,0.0005680141,0.02238867],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02574067,"threshold_uncertainty_score":0.0575214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06319530878814034,"score_gpt":0.3926568171732235,"score_spread":0.3294615083850831,"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."}}