{"id":"W2123303183","doi":"10.1016/j.bpa.2009.12.001","title":"Perioperative modifications of respiratory function","year":2010,"lang":"en","type":"review","venue":"Best practice & research. Clinical anaesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Pulmonary function testing; Atelectasis; COPD; Bronchospasm; Perioperative; Exacerbation; Pneumonia; Anesthesia; Respiratory failure; Surgery; Intensive care medicine; Lung; Asthma; Internal medicine","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":[0.0006434767,0.0008986078,0.001813353,0.001552121,0.0002186138,0.0008141622,0.0008496629,0.0008188449,0.003140411],"category_scores_gemma":[0.001665471,0.000274457,0.001063058,0.001455524,0.0003480943,0.0007099302,0.000628906,0.001236064,0.0008803877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003094232,"about_ca_system_score_gemma":0.00103472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00164515,"about_ca_topic_score_gemma":0.002663217,"domain_scores_codex":[0.9996119,0.00007703251,0.00008739397,0.00008380209,0.0001107282,0.00002926868],"domain_scores_gemma":[0.9993593,0.0003282922,0.0001776762,0.00001650957,0.00009204209,0.00002621324],"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":[0.0002392071,0.00008824225,0.002106033,0.03402247,0.0006386989,0.0001946018,0.00003206528,0.0001522101,0.000758511,0.0004837054,0.009012275,0.952272],"study_design_scores_gemma":[0.0006440478,0.001715403,0.1173604,0.1027331,0.01156792,0.01281307,0.0005543426,0.001073281,0.003909407,0.005658483,0.7417437,0.0002268707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002584392,0.999244,0.00004430972,0.00007675465,0.00007919141,0.000004415636,0.00002505565,0.000002602742,0.000265355],"genre_scores_gemma":[0.004250399,0.9950215,0.0001492145,0.0001317297,0.0002326956,0.00001144656,0.0000635708,8.236524e-7,0.0001385818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003140411,"threshold_uncertainty_score":0.01050574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3727838989492874,"score_gpt":0.5638150634735031,"score_spread":0.1910311645242157,"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."}}