{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001731699,0.0003994853,0.0004187614,0.00049528,0.0001995557,0.0008465169,0.0007223533,0.0007190898,0.003286877],"category_scores_gemma":[0.006346272,0.0001421231,0.0002878101,0.0004940479,0.0003859884,0.0009302766,0.0003572336,0.000734533,0.001638926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467976,"about_ca_system_score_gemma":0.0003312044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006560514,"about_ca_topic_score_gemma":0.0008009276,"domain_scores_codex":[0.9993649,0.0002362105,0.00008785783,0.00009234401,0.0001529388,0.00006582407],"domain_scores_gemma":[0.996293,0.001405071,0.0008039526,0.0002224312,0.0007671951,0.0005083412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000223827,0.00006282955,0.978815,0.00005355152,0.00002712529,0.0001981742,0.00002597784,0.00009158881,0.0003151308,0.00002904565,0.0008282523,0.01932953],"study_design_scores_gemma":[0.00003727822,0.0009446012,0.9873532,0.0002910956,0.00008337467,0.003353221,0.0004967622,0.003018894,0.001093823,0.0003240012,0.00298259,0.00002119233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819328,0.008580445,0.002708705,0.002093802,0.0004173315,0.00003786344,0.0005447191,0.000102614,0.003581672],"genre_scores_gemma":[0.9965395,0.0008081878,0.001500438,0.0001987867,0.0002430191,0.00001709462,0.000309856,0.00001381793,0.0003692177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003286877,"threshold_uncertainty_score":0.01099569,"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."}}