{"id":"W2909720862","doi":"10.1213/ane.0000000000004003","title":"Rates of Mechanical Ventilation for Patients With Dementia in Ontario: A Population-Based Cohort Study","year":2019,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Mechanical ventilation; Dementia; Ventilation (architecture); Cohort; Population; Psychological intervention; Emergency medicine; Balance (ability); Cohort study; Intensive care medicine; Gerontology; Physical therapy; Anesthesia; Internal medicine; Environmental health; Psychiatry; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001796013,0.0001433617,0.0003586146,0.0002039939,0.00002415547,0.000006935099,0.00005235861,0.00005834079,0.0001429293],"category_scores_gemma":[0.0001301524,0.000123629,0.00007820124,0.0001931695,0.00001600021,0.00006062209,0.000004684497,0.00009544028,0.000007093385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126323,"about_ca_system_score_gemma":0.0001367178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01009778,"about_ca_topic_score_gemma":0.01852219,"domain_scores_codex":[0.9989148,0.00004934262,0.0003005544,0.0002655667,0.0003010371,0.0001686715],"domain_scores_gemma":[0.9976639,0.00009051389,0.0001440271,0.0001936179,0.001867754,0.00004017667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001435701,0.0007338274,0.9973032,0.00003843689,0.0001316535,0.00001186096,0.00009822554,0.00002901921,0.00004198419,0.0000799291,0.00003006016,0.0000660369],"study_design_scores_gemma":[0.004261784,0.002075346,0.9921247,0.0001377269,0.0003439068,0.00000174324,0.0003722331,0.0002873893,0.0002036086,0.00003008487,0.00003517919,0.000126303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967256,0.000007842116,0.000182007,0.000119665,0.00001742203,0.002883841,0.000001191676,0.00001211575,0.00005027145],"genre_scores_gemma":[0.9982105,2.112416e-7,0.0003671456,0.0008226504,0.000004458716,0.00008527748,0.0004337786,0.0000248087,0.00005116111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008424407,"threshold_uncertainty_score":0.9993872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00925176804245896,"score_gpt":0.2512438836554517,"score_spread":0.2419921156129927,"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."}}