{"id":"W2105863430","doi":"10.1016/j.jsmc.2014.05.005","title":"Obesity Hypoventilation Syndrome and Anesthesia Considerations","year":2014,"lang":"en","type":"article","venue":"Sleep Medicine Clinics","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Hypoventilation; Obesity hypoventilation syndrome; Obstructive sleep apnea; Intensive care medicine; Obesity; Anesthesia; Intubation; Airway management; Hypoxemia; Sleep apnea; 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":[0.0007439332,0.0008453582,0.0009209921,0.001815844,0.001748844,0.002077516,0.00113699,0.009247567,0.004654672],"category_scores_gemma":[0.003752207,0.0004491741,0.001076875,0.0007286845,0.001821829,0.002807869,0.0011046,0.007836446,0.0007123792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022249,"about_ca_system_score_gemma":0.002122198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386195,"about_ca_topic_score_gemma":0.004140186,"domain_scores_codex":[0.9993246,0.000119204,0.0001277734,0.0000899358,0.0001465664,0.0001919265],"domain_scores_gemma":[0.9982913,0.0007573735,0.0002533001,0.00004743843,0.0001454756,0.0005052327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001700487,0.0002312102,0.04876292,0.0003034423,0.0001025751,0.8629652,0.000332372,0.0004508975,0.0009325023,0.0137061,0.02472779,0.04731505],"study_design_scores_gemma":[0.00006866117,0.0001814579,0.02120091,0.0007960397,0.00009925745,0.9356034,0.001355912,0.0007810137,0.0002305229,0.009745384,0.02988953,0.00004782943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1687027,0.2002552,0.005133847,0.5076074,0.01368445,0.0001648677,0.0002293141,0.0001571095,0.1040651],"genre_scores_gemma":[0.7327009,0.07855651,0.004780624,0.06535131,0.1074879,0.0001260887,0.0003126307,0.00005649343,0.01062758],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009247567,"threshold_uncertainty_score":0.01557142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02998158763638129,"score_gpt":0.3266382359956143,"score_spread":0.2966566483592329,"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."}}