{"id":"W2013668198","doi":"10.1016/j.thorsurg.2006.05.001","title":"Complications of Pulmonary Resection: Postpneumonectomy Pulmonary Edema and Postpneumonectomy Syndrome","year":2006,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pulmonary edema; ARDS; Complication; Edema; Lung; Respiratory distress; Respiratory disease; Acute respiratory distress; Pneumonectomy; Anesthesia; Surgery; Internal medicine","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.006787543,0.00201815,0.01004934,0.002528302,0.0005106719,0.0001259342,0.0007034311,0.002316446,0.0002745632],"category_scores_gemma":[0.001125236,0.001859106,0.003773596,0.002712353,0.0007258957,0.0004963874,0.0005545276,0.002504306,0.0003973567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002659439,"about_ca_system_score_gemma":0.002334215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001016267,"about_ca_topic_score_gemma":0.00001073141,"domain_scores_codex":[0.9853701,0.002008994,0.00687593,0.002666542,0.001528452,0.001549962],"domain_scores_gemma":[0.9824445,0.008193824,0.003996298,0.003231012,0.0009922048,0.001142148],"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":[0.0006432236,0.001514409,0.008862326,0.03065774,0.0008720042,0.004812791,0.00001718147,9.510114e-7,0.00006014368,0.00004485955,0.001913304,0.950601],"study_design_scores_gemma":[0.0002569844,0.0004979738,0.004688954,0.02193146,0.004481025,0.01345322,0.00007867796,0.00005665247,0.00004918307,0.0002714517,0.9524036,0.001830791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01214349,0.9711803,0.00007559726,0.0002908959,0.002605758,0.00384446,0.0007505001,0.0006017935,0.008507191],"genre_scores_gemma":[0.01424971,0.9759336,0.0004946297,0.0002967909,0.001046396,0.0006311429,0.003838873,0.0006246886,0.002884135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9504903,"threshold_uncertainty_score":0.999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1095929614085502,"score_gpt":0.4007042344234391,"score_spread":0.2911112730148889,"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."}}