{"id":"W7071015937","doi":"","title":"Rapid Rhino vs. Merocel: A retrospective analysis of patients with anterior epistaxis visiting emergency rooms in London, Ontario","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Activity-based costing; Retrospective cohort study; Health care; Nasal packing; Emergency department; Cohort; Sample (material); Patient care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000578969,0.0003025226,0.0004411101,0.0009340072,0.001231242,0.001111466,0.000827458,0.0004866316,0.002057747],"category_scores_gemma":[0.002183045,0.000610812,0.0007350508,0.002786861,0.0007383455,0.0005098826,0.001014831,0.0005627834,0.0002472482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00587172,"about_ca_system_score_gemma":0.004735528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6335499,"about_ca_topic_score_gemma":0.7730224,"domain_scores_codex":[0.9987885,0.0001183424,0.0001625544,0.0002329555,0.0003054389,0.0003922299],"domain_scores_gemma":[0.9977428,0.0001798641,0.001192833,0.0001576092,0.0003048149,0.0004221039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006609035,0.00001278754,0.9990022,0.0000127286,0.00003259007,0.0001337296,0.0002412892,0.00001415275,0.00006683766,0.00001974214,0.00009917864,0.000298659],"study_design_scores_gemma":[0.000008000134,0.00004494035,0.9984842,0.00001232879,0.00001882954,0.0001972191,0.0009710019,0.00006173226,0.00001774417,0.00000852603,0.0001705948,0.00000500458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983355,0.0001703197,0.00002680433,0.00005888819,0.000003885413,0.00001707185,0.0008232165,0.000001830712,0.0005624313],"genre_scores_gemma":[0.9992047,0.00009910287,0.00002553127,0.00004186874,0.000004450599,0.00001001581,0.0004120123,0.000002296386,0.0002001656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3664501,"threshold_uncertainty_score":0.7372165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02880456961836941,"score_gpt":0.2666156760123746,"score_spread":0.2378111063940052,"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."}}