{"id":"W2466321354","doi":"10.1017/cem.2016.235","title":"P059: “Rate and See” – a pilot evaluation of a short duration atrial fibrillation pathway linking the emergency department to specialty care","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Medicine; Emergency department; Atrial fibrillation; Referral; Emergency medicine; Atrial flutter; Specialty; Sinus rhythm; Cardioversion; Internal medicine; Pediatrics; Family 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008201366,0.0001172074,0.0002627342,0.0002487598,0.0004651819,0.000002449667,0.0001588925,0.00007910518,0.0121662],"category_scores_gemma":[0.01465378,0.000060731,0.00006553242,0.0003325716,0.00005918892,0.0002017642,0.00001918813,0.0002877362,0.0000197315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298955,"about_ca_system_score_gemma":0.00318571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003195895,"about_ca_topic_score_gemma":0.1371864,"domain_scores_codex":[0.9957984,0.001462055,0.001258852,0.0001473765,0.0009580565,0.0003752557],"domain_scores_gemma":[0.9958257,0.0005429699,0.000568942,0.0001862913,0.001922037,0.0009540389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001610882,0.00001836807,0.4161611,0.000585137,0.0004171954,0.0000345402,0.03669647,0.00009496126,0.01304961,0.001555786,0.1080665,0.4217094],"study_design_scores_gemma":[0.004329658,0.004953003,0.3833794,0.003021322,0.0006701018,0.000009472215,0.01061409,0.0003495432,0.0002042574,0.004883538,0.5872244,0.000361161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950684,0.008688827,0.0006966945,0.02443214,0.009744764,0.001297492,0.00004624179,0.000004120264,0.004405747],"genre_scores_gemma":[0.9894054,0.003304355,0.0000314183,0.00007516069,0.006840492,0.00001049507,0.00001270658,0.00001205746,0.0003079351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4791579,"threshold_uncertainty_score":0.9936462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3221452817019718,"score_gpt":0.5088147519562933,"score_spread":0.1866694702543216,"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."}}