{"id":"W1977908154","doi":"10.1046/j.1540-8167.2003.03133.x","title":"Biphasic versus Monophasic Cardioversion in Shock‐Resistant Atrial Fibrillation:","year":2003,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Cardioversion; Medicine; Cardiology; Atrial fibrillation; Sinus rhythm; Internal medicine; Shock (circulatory); Anesthesia","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":[0.001240724,0.0002520091,0.000466275,0.0001719727,0.00007637453,0.000406619,0.0002370499,0.0004244243,0.002295364],"category_scores_gemma":[0.003237376,0.00008888738,0.0003947135,0.0001428445,0.0003049826,0.000210946,0.0001830387,0.0005273548,0.0002092243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330262,"about_ca_system_score_gemma":0.0001973882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006733087,"about_ca_topic_score_gemma":0.0001539992,"domain_scores_codex":[0.999482,0.0003061986,0.00006996658,0.00004886047,0.0000556704,0.00003737128],"domain_scores_gemma":[0.9980859,0.001176156,0.0003697842,0.0000672106,0.00005471698,0.000246336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7201021,0.004599193,0.02900206,0.001434511,0.001305609,0.0001917691,0.0001653522,0.002018147,0.01931182,0.0008409155,0.0007429069,0.2202857],"study_design_scores_gemma":[0.1629442,0.6750416,0.1297657,0.0007156508,0.002931206,0.0015693,0.0003226602,0.009869838,0.01076942,0.001505104,0.004488601,0.00007674759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953126,0.003005957,0.0006313989,0.0001949707,0.0001159071,0.00009285085,0.00004989657,0.0000101632,0.0005862185],"genre_scores_gemma":[0.9982222,0.0007925171,0.0003652285,0.0001915788,0.0001204929,0.00006795329,0.00006004748,0.000002150139,0.0001777973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002295364,"threshold_uncertainty_score":0.007678807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03062827934622483,"score_gpt":0.288407720379231,"score_spread":0.2577794410330062,"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."}}