{"id":"W2188593803","doi":"10.1016/j.annemergmed.2015.07.012","title":"Atrial Fibrillation: Would You Prefer a Pill or 150 Joules?","year":2015,"lang":"en","type":"letter","venue":"Annals of Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Atrial fibrillation; Emergency department; Atrial flutter; Pill; Flutter; Medical emergency; Emergency medicine; Internal medicine; Cardiology; Psychiatry","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":[0.001244167,0.0005976266,0.001187576,0.0008036814,0.004518619,0.002936776,0.0008268333,0.0303666,0.01199536],"category_scores_gemma":[0.0213399,0.0004363566,0.00109791,0.0006940802,0.001661557,0.003376067,0.001052879,0.0235717,0.004332615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003531632,"about_ca_system_score_gemma":0.002855923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006907919,"about_ca_topic_score_gemma":0.01307485,"domain_scores_codex":[0.9986972,0.000411295,0.0002236012,0.0001588858,0.000192269,0.00031674],"domain_scores_gemma":[0.9963791,0.001362753,0.000528937,0.0000551965,0.0005119998,0.001162014],"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":[0.0003105398,0.0003012488,0.02614877,0.0001970035,0.0001159202,0.04345537,0.001477082,0.0002241996,0.000279552,0.006038842,0.8924624,0.02898902],"study_design_scores_gemma":[0.001274737,0.0007633051,0.03790899,0.005463637,0.0005281434,0.1844705,0.02058628,0.0036947,0.0005126552,0.05912271,0.6852159,0.0004584626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003139505,0.0008662347,0.00007696581,0.9834706,0.005941452,0.00001531865,0.00006459686,0.00001139806,0.00641395],"genre_scores_gemma":[0.0367123,0.002066704,0.0003108541,0.9231576,0.02907877,0.00004478049,0.00005707066,0.00001965396,0.008552137],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0303666,"threshold_uncertainty_score":0.04012841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4135948883014681,"score_gpt":0.4555587153252803,"score_spread":0.04196382702381218,"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."}}