{"id":"W3021426395","doi":"10.1016/j.annemergmed.2020.07.002","title":"Elderly Woman With Cough, Fever, and Dyspnea","year":2020,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Crackles; Medicine; Auscultation; Emergency department; Respiratory rate; Bypass grafting; Cardiology; Coronary artery disease; Respiratory sounds; Coronavirus disease 2019 (COVID-19); Anesthesia; Internal medicine; Pulse rate; Heart rate; Artery; Physical examination; Asthma; Blood pressure; Disease","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":[0.000252462,0.0007212534,0.0005713617,0.0008982372,0.00151714,0.0004750795,0.0002921397,0.001414316,0.002257219],"category_scores_gemma":[0.001564533,0.0003391347,0.0005087642,0.0006456628,0.0004421099,0.001078909,0.0006476624,0.001301957,0.0006166276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277499,"about_ca_system_score_gemma":0.0005097903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111848,"about_ca_topic_score_gemma":0.002394612,"domain_scores_codex":[0.9997696,0.00002825595,0.00003022529,0.00004689768,0.00003829079,0.00008674185],"domain_scores_gemma":[0.9996437,0.0000620865,0.00004739143,0.00001571995,0.0000391366,0.0001919527],"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":[0.0001547315,0.0001416574,0.08529495,0.00008676541,0.00001847302,0.9036334,0.0004714361,0.00008384799,0.001420633,0.0003856485,0.003399006,0.004909378],"study_design_scores_gemma":[0.00002824922,0.0003248194,0.08312704,0.0001149251,0.00005552328,0.9076717,0.001573639,0.000387583,0.0003376908,0.0006859444,0.005665659,0.00002736862],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311156,0.01159271,0.002512295,0.01278708,0.001985559,0.0001896174,0.0004912781,0.0001349563,0.03919087],"genre_scores_gemma":[0.9863641,0.003873203,0.0008432727,0.003676424,0.001870385,0.00002344167,0.000125395,0.000008819623,0.003214955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002257219,"threshold_uncertainty_score":0.007551193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2058467857724087,"score_gpt":0.4261805574321408,"score_spread":0.2203337716597321,"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."}}