{"id":"W4399553426","doi":"10.1016/j.cjca.2024.06.003","title":"Optimizing Energy Delivery in Cardioversion: A Randomized PROTOCOLENERGYTrial of 2 Different Algorithms in Patients With Atrial Fibrillation","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardioversion; Atrial fibrillation; Cardiology; Randomized controlled trial; Internal medicine; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004427835,0.003757434,0.0048622,0.001008364,0.0008779566,0.003076161,0.001536288,0.003329916,0.01119753],"category_scores_gemma":[0.008080694,0.001590101,0.005075234,0.0008052288,0.002138834,0.004154,0.002122669,0.006295049,0.0009565048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00283371,"about_ca_system_score_gemma":0.002385685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854,"about_ca_topic_score_gemma":0.002561454,"domain_scores_codex":[0.9955895,0.002127905,0.0005088366,0.0008698375,0.0002925301,0.0006113912],"domain_scores_gemma":[0.9964277,0.001579099,0.0008823221,0.0003587276,0.0001909145,0.0005613062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9617835,0.0159796,0.001061817,0.0003504208,0.001499032,0.00001451483,0.00009622732,0.001044828,0.0004447676,0.0002454487,0.0004019702,0.01707805],"study_design_scores_gemma":[0.9599686,0.03622529,0.001464009,0.00006411837,0.0006522632,0.000007527449,0.00003509321,0.0007993183,0.0001563404,0.0003520171,0.0002482952,0.00002710676],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9763178,0.00320481,0.00296715,0.001223454,0.0008641808,0.01140678,0.0006599027,0.000164738,0.003191186],"genre_scores_gemma":[0.9584473,0.001840998,0.009623962,0.002170281,0.001000529,0.02452578,0.000701266,0.00006780062,0.001622125],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01119753,"threshold_uncertainty_score":0.03745949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652117267083994,"score_gpt":0.2519041639629561,"score_spread":0.2353829912921162,"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."}}