{"id":"W4248525109","doi":"10.1016/j.annemergmed.2015.07.003","title":"In reply:","year":2015,"lang":"en","type":"letter","venue":"Annals of Emergency Medicine","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Atrial flutter; Internal medicine; Cardiology; Emergency department; Myocardial infarction; Heart failure; Heart rate; Randomized controlled trial; Stroke (engine); Blood pressure","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006851943,0.001222459,0.002789949,0.001547188,0.008778013,0.009554046,0.003334149,0.1021349,0.01575159],"category_scores_gemma":[0.06704534,0.001595614,0.002138683,0.0012144,0.004650038,0.005384407,0.00526434,0.06607305,0.01269744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007187068,"about_ca_system_score_gemma":0.01051467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009912654,"about_ca_topic_score_gemma":0.01546464,"domain_scores_codex":[0.9919084,0.001673602,0.001072467,0.001079962,0.002305682,0.00195994],"domain_scores_gemma":[0.9792196,0.008760342,0.002541317,0.0006360494,0.004232132,0.004610509],"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":[0.00001910132,0.00001333736,0.0006565963,0.00003479635,0.00001810635,0.0007197201,0.0001649352,0.00002704261,0.00003967495,0.0007148749,0.9954841,0.002107674],"study_design_scores_gemma":[0.0001633886,0.00006975444,0.003152539,0.0007224157,0.0001156493,0.002089399,0.0017378,0.0004673287,0.0002551137,0.005982955,0.9850463,0.000197326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002302739,0.000522032,0.00005326479,0.9676777,0.02987662,0.00001441443,0.00004817174,0.00002626218,0.001551277],"genre_scores_gemma":[0.0009832834,0.0002085021,0.00004353524,0.981723,0.01401572,0.00002312582,0.00001614944,0.00001042331,0.002976315],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9842484,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3936686065597141,"score_gpt":0.4733622950773217,"score_spread":0.07969368851760755,"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."}}