{"id":"W2061651056","doi":"10.1007/s11695-008-9527-6","title":"Preoperative Gender Differences in Pulmonary Gas Exchange in Morbidly Obese Subjects","year":2008,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; Royal Victoria Hospital; McGill University","funders":"MetLife Foundation","keywords":"Medicine; Morbidly obese; Hyperventilation; Body mass index; Cardiology; Respiratory exchange ratio; Internal medicine; Pulmonary Diffusing Capacity; Obesity; Physical therapy; Blood pressure; Heart rate; Lung; Diffusing capacity; Weight loss; Lung function","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":[0.000159277,0.0001737206,0.0002880995,0.0003193339,0.0001769902,0.0003330415,0.000123694,0.0003071495,0.002272147],"category_scores_gemma":[0.001123851,0.0001312028,0.000210716,0.0002838642,0.000196535,0.000276279,0.0001874345,0.0003468304,0.0002815843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683093,"about_ca_system_score_gemma":0.0002358188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001704637,"about_ca_topic_score_gemma":0.002425413,"domain_scores_codex":[0.9998996,0.00001303458,0.000009974198,0.000017855,0.00001804126,0.00004147166],"domain_scores_gemma":[0.9994753,0.0001412461,0.000153022,0.00002738429,0.00002877261,0.0001744296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004683352,0.000251845,0.9753937,0.00003830563,0.00007846481,0.0008826197,0.0004529791,0.00008647904,0.009890728,0.0001564296,0.0001855553,0.007899501],"study_design_scores_gemma":[0.000009032799,0.0002527844,0.9989722,0.00000237172,0.00001454915,0.0002510012,0.0001958879,0.00004895297,0.0001309611,0.00002610795,0.00009331747,0.000002733042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991234,0.0002387881,0.0000442095,0.00004532623,0.0000177173,0.000002112017,0.0000952941,0.000001769858,0.0004314517],"genre_scores_gemma":[0.9994443,0.00009967769,0.00002038639,0.00002586467,0.00001742753,0.000002182052,0.00008796576,0.000001814123,0.000300423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002272147,"threshold_uncertainty_score":0.007601142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05928829395083785,"score_gpt":0.2824274405765801,"score_spread":0.2231391466257423,"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."}}