{"id":"W4310787957","doi":"10.1007/s43678-022-00419-5","title":"Air of caution: sudden unilateral cervicofacial swelling amidst dental procedure? Think emphysema","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Georgetown Hospital; McMaster University; Muscular Dystrophy Canada; University of Toronto","funders":"","keywords":"Medicine; Swelling; Dentistry; Surgery; Pathology","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":[0.00067943,0.000876856,0.0007592996,0.001160157,0.002532661,0.001514193,0.001063016,0.01087395,0.008279116],"category_scores_gemma":[0.01244515,0.000521239,0.001070685,0.0004749319,0.001689943,0.00311968,0.0009004544,0.009238361,0.001931981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001975754,"about_ca_system_score_gemma":0.002148139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052224,"about_ca_topic_score_gemma":0.01638023,"domain_scores_codex":[0.9994006,0.00008343577,0.0001118393,0.0001205635,0.000122122,0.000161346],"domain_scores_gemma":[0.9973908,0.000917753,0.0003571449,0.0001271053,0.000466537,0.0007406177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001495621,0.00009829996,0.04412362,0.000344247,0.00005363674,0.8425975,0.0008757429,0.0001394531,0.0008242273,0.002072301,0.09386738,0.01485401],"study_design_scores_gemma":[0.0001245402,0.0001226202,0.02563668,0.0009539246,0.00008911717,0.9087642,0.004523362,0.0005575786,0.0007082138,0.006043977,0.05237358,0.0001021382],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1577345,0.03475763,0.00315017,0.6817794,0.03442972,0.000358431,0.001022988,0.000483834,0.08628342],"genre_scores_gemma":[0.6339098,0.01640156,0.004723093,0.2548915,0.07061837,0.0001122171,0.0004772216,0.0001191289,0.01874702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01087395,"threshold_uncertainty_score":0.02769637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05993119578090615,"score_gpt":0.3231045299111329,"score_spread":0.2631733341302267,"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."}}