{"id":"W2886440406","doi":"10.1016/j.chest.2018.04.012","title":"Bariatric Surgery and the Risk of Acute Exacerbation of COPD","year":2018,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Exacerbation; COPD; Copd exacerbation; Intensive care medicine; General surgery; Surgery; Internal medicine; Acute exacerbation of chronic obstructive pulmonary disease","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":[0.001062657,0.0002241743,0.0007751623,0.0005833469,0.001564,0.001204075,0.0006000841,0.01110803,0.004229924],"category_scores_gemma":[0.01402885,0.0003030803,0.0005966414,0.0006885087,0.0006383294,0.001193028,0.0004449237,0.008970978,0.001325764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314832,"about_ca_system_score_gemma":0.001387016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005303957,"about_ca_topic_score_gemma":0.009197374,"domain_scores_codex":[0.9990086,0.0003609551,0.0001631425,0.0001015107,0.0002479417,0.0001178809],"domain_scores_gemma":[0.9951929,0.002516983,0.0005908309,0.000151895,0.0006728306,0.0008747032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007302511,0.00057637,0.2215968,0.0002608855,0.0002105072,0.02237155,0.0007017973,0.0003147606,0.0005947148,0.003415171,0.7063172,0.04291004],"study_design_scores_gemma":[0.001272308,0.0009596183,0.3810754,0.002391424,0.0007211975,0.09299305,0.00494313,0.007590184,0.0008789113,0.02441793,0.4824227,0.0003341642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02250535,0.004984948,0.0001033613,0.9509475,0.01091831,0.00001388061,0.0001803043,0.00002599071,0.01032043],"genre_scores_gemma":[0.3235794,0.008107241,0.0005406936,0.4805077,0.1777721,0.00006901925,0.0002564509,0.00003914674,0.0091283],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01110803,"threshold_uncertainty_score":0.01415056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928337560541854,"score_gpt":0.2462764835172531,"score_spread":0.2269931079118346,"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."}}