{"id":"W2610122849","doi":"10.1002/9781119421375.ch27","title":"Physiology, Pathophysiology, and Anesthetic Management of Patients with Respiratory Disease","year":2015,"lang":"en","type":"other","venue":"","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Expiration; Medicine; Functional residual capacity; Anesthesia; Tidal volume; Ventilation (architecture); Lung volumes; Respiratory physiology; Respiratory system; Anesthetic; Respiration; Residual volume; Lung; Sedation; Airway; Internal medicine; Anatomy","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":[0.0002298803,0.0002006905,0.0002131886,0.000502734,0.0003584551,0.0006420228,0.0002257796,0.0004057973,0.002606493],"category_scores_gemma":[0.0008526755,0.00005150922,0.0001276895,0.0004021736,0.0003754162,0.0004013844,0.0003495076,0.0005576488,0.00063933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003581395,"about_ca_system_score_gemma":0.0004938398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006006515,"about_ca_topic_score_gemma":0.0006303564,"domain_scores_codex":[0.9998639,0.00003440708,0.00002012359,0.00001787815,0.00003948815,0.00002427434],"domain_scores_gemma":[0.9998605,0.00002616543,0.00005172832,0.00000590242,0.00002517466,0.00003055066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003077378,0.0006776712,0.3950774,0.001172416,0.0000827673,0.02500173,0.001344226,0.0007100528,0.008423449,0.02747182,0.02185135,0.5178794],"study_design_scores_gemma":[0.00008304384,0.0008681487,0.6682301,0.001701863,0.0001056556,0.1393298,0.002270383,0.001603748,0.002135226,0.01971271,0.1639029,0.00005648895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.384135,0.3606358,0.007526143,0.0257597,0.001171154,0.0002687572,0.0006823334,0.0001668263,0.2196544],"genre_scores_gemma":[0.864087,0.1156242,0.003629711,0.002458651,0.001913469,0.0001425144,0.0003487263,0.00001602551,0.01177959],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002606493,"threshold_uncertainty_score":0.008719563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132437424534109,"score_gpt":0.2395657463916438,"score_spread":0.2282413721463027,"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."}}