{"id":"W4402280339","doi":"10.1097/aia.0000000000000454","title":"Extubation-Related Complications","year":2024,"lang":"en","type":"review","venue":"International Anesthesiology Clinics","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Anesthesiology; Intensive care medicine; Risk stratification; Airway management; Component (thermodynamics); Airway; Anesthesia; 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":[0.0006312825,0.0007012418,0.001095588,0.001236166,0.0003831018,0.001006086,0.0006445389,0.0007878908,0.004387199],"category_scores_gemma":[0.003114761,0.0001278478,0.001158604,0.001239851,0.0003403523,0.0006766472,0.0006535411,0.001147643,0.0007923537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485005,"about_ca_system_score_gemma":0.001371402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000916652,"about_ca_topic_score_gemma":0.001789339,"domain_scores_codex":[0.9991008,0.000165437,0.0002288238,0.00009544947,0.0003265011,0.00008303644],"domain_scores_gemma":[0.9987318,0.0006083715,0.000356041,0.00003026859,0.0002284156,0.00004507745],"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":[0.0001978524,0.00009555167,0.003144377,0.06756756,0.000582209,0.001530927,0.0002285669,0.0003833018,0.001222234,0.002187436,0.03438528,0.8884748],"study_design_scores_gemma":[0.0001041796,0.0004874861,0.02041842,0.07882283,0.002124291,0.02479363,0.0004964116,0.0002958137,0.001664371,0.003797241,0.8669243,0.00007107225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009599464,0.9954088,0.000251132,0.0002780618,0.0002772103,0.00003595829,0.0001333652,0.00001155383,0.002643855],"genre_scores_gemma":[0.009977178,0.9871696,0.0004253031,0.0006122192,0.0003283881,0.00004770963,0.0002540214,0.000005077567,0.001180472],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004387199,"threshold_uncertainty_score":0.01467663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09353640397808609,"score_gpt":0.4454775733220933,"score_spread":0.3519411693440072,"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."}}