{"id":"W4394060598","doi":"10.7759/cureus.57778","title":"A Critically Ill Influenza A-Positive Patient With Spontaneous Pneumomediastinum, Superimposed Bacterial Pneumonia, and Bilateral Pneumothoraces","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Pneumomediastinum; Medicine; Nasal cannula; Pneumonia; ARDS; Viral pneumonia; Pneumothorax; Respiratory distress; Intensive care medicine; Bacterial pneumonia; Respiratory failure; Emergency department; Pediatrics; Internal medicine; Lung; Surgery; Cannula; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","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":[0.0003874863,0.001478794,0.001200531,0.001963516,0.002861697,0.001155906,0.0008567705,0.003708754,0.002666389],"category_scores_gemma":[0.002899242,0.001191997,0.0007570224,0.001090656,0.001146662,0.00237697,0.001489187,0.004822359,0.0007491858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467812,"about_ca_system_score_gemma":0.001162742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285954,"about_ca_topic_score_gemma":0.0059883,"domain_scores_codex":[0.9994689,0.00006791102,0.00008010594,0.0001343125,0.00009311116,0.0001558013],"domain_scores_gemma":[0.9986535,0.0002689443,0.0001888326,0.00005154844,0.00007918508,0.0007580061],"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":[0.00005267742,0.00005456297,0.01770236,0.00002900934,0.000009380592,0.9797491,0.0002184595,0.00005410223,0.0004652937,0.0001406058,0.0006723558,0.0008520138],"study_design_scores_gemma":[0.00001392547,0.0001632844,0.01535769,0.00003394486,0.00001369319,0.9828625,0.000331779,0.0002622396,0.0001910261,0.0001775089,0.0005759685,0.00001633521],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95965,0.004829546,0.002040827,0.01122467,0.001209445,0.0003413646,0.0004349539,0.0001750018,0.02009407],"genre_scores_gemma":[0.9942377,0.0008839049,0.0006933691,0.002103326,0.0009835435,0.00002271301,0.00009651139,0.00001207989,0.000966998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003708754,"threshold_uncertainty_score":0.01064974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181953838501289,"score_gpt":0.2691424865114616,"score_spread":0.2573229481264487,"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."}}