{"id":"W2136717717","doi":"10.1016/j.athoracsur.2008.03.002","title":"Subcutaneous Presentation of Lung Bulla","year":2008,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Subcutaneous emphysema; Bulla (seal); Pneumothorax; Chest tube; Surgery; Lung; Thoracotomy; Thoracoscopy; Pleurodesis; Radiology","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":[0.0004743557,0.001841735,0.0009828475,0.002012315,0.0008279758,0.001539631,0.001167075,0.003033236,0.007713952],"category_scores_gemma":[0.003185014,0.0006097897,0.0008691599,0.001363967,0.001209511,0.002648089,0.001397914,0.002682907,0.001846571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006354313,"about_ca_system_score_gemma":0.0003172322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005795681,"about_ca_topic_score_gemma":0.0004648992,"domain_scores_codex":[0.9994119,0.0000795223,0.00006469373,0.0001408351,0.0001148764,0.0001881646],"domain_scores_gemma":[0.9984465,0.000484336,0.0002930913,0.0002509893,0.00009161331,0.0004335077],"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":[0.0001123664,0.00004737717,0.009557851,0.0000787632,0.00001891029,0.982637,0.0000614372,0.00008770169,0.002649428,0.0005478526,0.0006319823,0.003569301],"study_design_scores_gemma":[0.00006384881,0.0001527273,0.01080497,0.00002592703,0.00001886414,0.9866698,0.00006959708,0.000313808,0.0007197055,0.0003513005,0.0007990729,0.0000102472],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8650727,0.01461654,0.008987163,0.004242425,0.001340261,0.0003602208,0.0008257063,0.0009390663,0.1036158],"genre_scores_gemma":[0.9940093,0.0008897333,0.001060807,0.0007123866,0.001177656,0.00001935782,0.0001379558,0.00002196233,0.001970893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007713952,"threshold_uncertainty_score":0.02580571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364194607977084,"score_gpt":0.3855399888433619,"score_spread":0.2491205280456535,"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."}}