{"id":"W3025188387","doi":"10.1016/j.cjco.2020.04.012","title":"Ambulance Use, Health Outcomes, and Costs for Emergency Department Visits for Primary Diagnosis of Syncope in Canada","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Canadian VIGOUR Centre; University of Calgary; University of Alberta","funders":"University of Alberta","keywords":"Emergency department; Medicine; Syncope (phonology); Emergency medicine; Medical emergency; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003589764,0.0002983778,0.000398492,0.001352875,0.001745051,0.001321028,0.001056576,0.0004232159,0.002766634],"category_scores_gemma":[0.002689641,0.0002951709,0.0006722407,0.003251536,0.0004789227,0.0003918961,0.0009272521,0.0010345,0.0001687776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03942677,"about_ca_system_score_gemma":0.03645908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952525,"about_ca_topic_score_gemma":0.9973151,"domain_scores_codex":[0.999193,0.00003984131,0.00005742512,0.0000935006,0.0002868618,0.0003293607],"domain_scores_gemma":[0.9973662,0.0001099778,0.0005816913,0.00003631882,0.00105596,0.0008498767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006272925,0.00004164165,0.9893416,0.00007764008,0.0001026134,0.0001704907,0.0002130175,0.0003194401,0.00006132523,0.0001777635,0.004742795,0.004688959],"study_design_scores_gemma":[0.00001751182,0.00001688914,0.9971949,0.00009221321,0.00004378108,0.0001016671,0.000606048,0.0007353224,0.00002524517,0.00004808026,0.001105295,0.00001305099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713601,0.003602941,0.0001658485,0.002159776,0.00006427722,0.00006980116,0.01658972,0.00002342576,0.005964027],"genre_scores_gemma":[0.993512,0.001451785,0.0001667072,0.0002973147,0.00002048181,0.00001725599,0.0037617,0.000005947334,0.0007668476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03942677,"threshold_uncertainty_score":0.2860626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703578141419737,"score_gpt":0.2952386936095122,"score_spread":0.2682029121953148,"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."}}