{"id":"W2025521633","doi":"10.1016/j.jsmc.2012.11.006","title":"Obesity Hypoventilation Syndrome and Anesthesia","year":2012,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"National Heart, Lung, and Blood Institute","keywords":"Obesity hypoventilation syndrome; Medicine; Perioperative; Obesity; Intensive care medicine; Hypoventilation; Anesthesia; Internal medicine; Respiratory system","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":[0.0002500945,0.0003055528,0.000330548,0.0008935827,0.0004578287,0.0007146084,0.00029426,0.001544012,0.003752375],"category_scores_gemma":[0.001082334,0.0002015409,0.0004265749,0.0006998219,0.0005387243,0.0009325849,0.0003995125,0.001421278,0.0002084038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002615529,"about_ca_system_score_gemma":0.0005000214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074033,"about_ca_topic_score_gemma":0.00218736,"domain_scores_codex":[0.9998642,0.00003394982,0.00001804121,0.00001536969,0.00002613121,0.00004238235],"domain_scores_gemma":[0.999392,0.000195,0.0002089636,0.00002321922,0.00002127333,0.0001594316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001136283,0.0008389003,0.8489021,0.0002175856,0.0004230729,0.09685739,0.0003754511,0.0003062206,0.002829097,0.008300406,0.003437681,0.03637585],"study_design_scores_gemma":[0.00008106874,0.0002860723,0.9035167,0.0001140811,0.0001328027,0.08885277,0.0004885482,0.0004831786,0.0001138059,0.002992237,0.002916153,0.00002265866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8966357,0.07092537,0.0002736385,0.007838747,0.0005331145,0.00002196233,0.0001285957,0.00001560183,0.02362722],"genre_scores_gemma":[0.9818848,0.01388917,0.0001752383,0.0007948416,0.001507899,0.00001428704,0.0001454984,0.000002893903,0.001585344],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003752375,"threshold_uncertainty_score":0.01255298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515002837337946,"score_gpt":0.3416860700602884,"score_spread":0.306536041686909,"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."}}