{"id":"W2072340783","doi":"10.1007/s11695-008-9437-7","title":"Compensatory Exercise Hyperventilation is Restored in the Morbidly Obese After Bariatric Surgery","year":2008,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"MetLife Foundation","keywords":"Hyperventilation; Medicine; Weight loss; Internal medicine; Body mass index; pCO2; Cardiology; Surgery; Obesity; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.001440589,0.0002371253,0.0006501595,0.0005118445,0.0001473884,0.00002158795,0.000109413,0.0001895437,0.0007223482],"category_scores_gemma":[0.0001533587,0.0001857193,0.0004784203,0.0006522118,0.00007954143,0.000227536,0.00003797489,0.0002888876,0.0002876883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007574903,"about_ca_system_score_gemma":0.0003701506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001316164,"about_ca_topic_score_gemma":0.00002965482,"domain_scores_codex":[0.9977939,0.0001818569,0.0005936954,0.0003807135,0.0006246638,0.0004251924],"domain_scores_gemma":[0.9984695,0.0004508035,0.0001454299,0.0006666246,0.00009994724,0.0001676378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002744587,0.0003751576,0.9567165,0.0001035076,0.000014932,0.00191984,0.0005501092,5.683395e-7,0.0002170622,0.000008327096,0.03845507,0.001364504],"study_design_scores_gemma":[0.0002736064,0.00002085024,0.9832481,0.0001542902,0.00006723584,0.0001519513,0.0001220973,0.00002363285,0.001184022,0.00004702688,0.01449978,0.0002074016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964357,0.001601219,0.00002388141,0.0003672348,0.0005732324,0.0004150327,0.000006637561,0.00006833839,0.0005087219],"genre_scores_gemma":[0.9963205,0.0004674324,0.00007698029,0.001819463,0.0002413611,0.00006998777,0.000045647,0.00003297047,0.0009256695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02653163,"threshold_uncertainty_score":0.7909206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0438519437298128,"score_gpt":0.2531758977856381,"score_spread":0.2093239540558253,"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."}}