{"id":"W3006420769","doi":"10.1053/j.jvca.2020.01.057","title":"Pulmonary Complications After Trauma Pneumonectomy","year":2020,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Pneumonectomy; Medicine; Empyema; Surgery; Bronchopleural fistula; Extracorporeal membrane oxygenation; Lung; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004054916,0.0004435202,0.0006728765,0.001062923,0.001118386,0.001127111,0.0004902444,0.001126535,0.003165871],"category_scores_gemma":[0.002515004,0.0002511928,0.0006501591,0.0006673969,0.0007878622,0.0006605132,0.0008775092,0.001417169,0.000391365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122469,"about_ca_system_score_gemma":0.0007002695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008203947,"about_ca_topic_score_gemma":0.001295011,"domain_scores_codex":[0.9994044,0.00008489974,0.00008433487,0.00005821756,0.0001404531,0.0002276025],"domain_scores_gemma":[0.9982064,0.0004977154,0.0004951647,0.000128963,0.00009929291,0.0005725253],"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":[0.002289342,0.000352542,0.3375207,0.0001749026,0.0002555721,0.6305935,0.0004200676,0.000396499,0.004723044,0.0007465194,0.0007642667,0.02176297],"study_design_scores_gemma":[0.0001247373,0.001336483,0.4245976,0.00006239623,0.0001159013,0.5691969,0.0004351744,0.0006040923,0.001828557,0.0004178944,0.001253642,0.00002663623],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916731,0.002708899,0.0005901989,0.0003923768,0.00008386733,0.00004174165,0.00009751092,0.00003556657,0.004376887],"genre_scores_gemma":[0.9987482,0.0003475263,0.00009073,0.00017804,0.0001390174,0.000008488458,0.00008425539,0.000004334025,0.0003993617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003165871,"threshold_uncertainty_score":0.01059091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070645168917539,"score_gpt":0.2625266371477148,"score_spread":0.2418201854585394,"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."}}