{"id":"W2161389558","doi":"10.1378/chest.11-0131","title":"Test Characteristics of Ultrasonography for the Detection of Pneumothorax","year":2011,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":336,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pneumothorax; Supine position; Radiography; Radiology; Ultrasonography; Chest radiograph; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007011277,0.0002021254,0.001240616,0.0001358604,0.00009453233,0.00001239807,0.0002887028,0.0002647004,0.00006516182],"category_scores_gemma":[0.002145677,0.0001163127,0.001062286,0.0003080837,0.0002517902,0.00002769159,0.00001581076,0.0007576197,0.000007686845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003452615,"about_ca_system_score_gemma":0.0002359923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000188815,"about_ca_topic_score_gemma":6.171695e-7,"domain_scores_codex":[0.9982209,0.00003692789,0.001282927,0.0001499306,0.0001518848,0.0001574301],"domain_scores_gemma":[0.9930802,0.004250869,0.001744017,0.0004148353,0.0003946759,0.0001153936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001617155,0.000277821,0.0004000501,0.009901651,0.0002924193,3.494167e-7,0.00003411914,4.21206e-9,0.0002123875,0.00005407152,0.00007745116,0.9887335],"study_design_scores_gemma":[0.0001933551,0.0004212925,0.003682111,0.004649423,0.003244398,0.0004365857,0.00001634248,0.00000104882,0.00009048647,0.0001480738,0.9870183,0.00009859489],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007378063,0.9902172,0.007965075,0.00005226399,0.0003347416,0.0009548556,0.0001933942,0.00001116854,0.0001974965],"genre_scores_gemma":[0.001363463,0.9953673,0.002375366,0.00002118782,0.0006392553,0.00009054054,0.00002836876,0.00004241645,0.00007208395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9886349,"threshold_uncertainty_score":0.4743093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213513783829017,"score_gpt":0.3874378902096493,"score_spread":0.2660865118267476,"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."}}