{"id":"W2766096153","doi":"10.1093/icvts/ivx280.064","title":"P-097PREOPERATIVE EVALUATION FOR LUNG RESECTION IN BRONCHIECTASIS PATIENTS: SHOULD WE RELY UPON STANDARD PREDICTED POSTOPERATIVE VALUES?","year":2017,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Bronchiectasis; Pneumonectomy; Lung; Lung volume reduction; Resection; Radiology; 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"],"consensus_categories":[],"category_scores_codex":[0.001880769,0.0003269644,0.0009087578,0.0003245484,0.0005212366,0.0001854583,0.00009859975,0.0001944343,0.00004967908],"category_scores_gemma":[0.002951628,0.0002863403,0.0009725309,0.0001248919,0.0001354929,0.0009582327,0.00009058174,0.0003642014,0.000002207549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006173166,"about_ca_system_score_gemma":0.0002759371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002460691,"about_ca_topic_score_gemma":0.00003713495,"domain_scores_codex":[0.9970904,0.0006145984,0.0004763521,0.00070917,0.0007586799,0.0003508102],"domain_scores_gemma":[0.9970585,0.0004224482,0.0002151549,0.000650842,0.001486085,0.0001669629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1701999,0.001357089,0.1525401,0.001828424,0.01235384,0.0003599789,0.007218369,0.0006474198,0.001237658,0.0001187733,0.006519956,0.6456184],"study_design_scores_gemma":[0.01505563,0.01179395,0.8180727,0.01759092,0.01276311,0.0003383752,0.006009825,0.07394794,0.02712447,0.001374844,0.01306206,0.002866136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848137,0.006177424,0.002431349,0.0007292656,0.001306802,0.002568593,0.0004757571,0.00004813468,0.001449014],"genre_scores_gemma":[0.9975733,0.0008714595,0.000134137,0.00009947552,0.0003271931,0.0004981831,0.0003807526,0.00004834115,0.00006718338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6655326,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04502487040640667,"score_gpt":0.3556457732292842,"score_spread":0.3106209028228775,"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."}}