{"id":"W4414079474","doi":"10.54112/bcsrj.v6i7.1877","title":"Cognitive Impairment in Patients Requiring Mechanical Ventilation and Sedation Due to Critical Illness: A Prospective Observational Study","year":2025,"lang":"en","type":"article","venue":"Biological and Clinical Sciences Research Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sedation; Dexmedetomidine; Mechanical ventilation; Midazolam; Observational study; Propofol; Intensive care; Prospective cohort study; Intensive care unit","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001325393,0.0004507216,0.0008946161,0.0009655907,0.0007250634,0.0009365879,0.0005486209,0.0008118268,0.001075913],"category_scores_gemma":[0.002374635,0.000557896,0.001006134,0.001870673,0.0003437226,0.0007926388,0.0006173198,0.001158886,0.0002532278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004429405,"about_ca_system_score_gemma":0.0006712874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004794206,"about_ca_topic_score_gemma":0.006002446,"domain_scores_codex":[0.9991403,0.0001890652,0.0001477628,0.0002074359,0.0001830148,0.0001323171],"domain_scores_gemma":[0.9975617,0.0003553164,0.001111028,0.0001641567,0.0002474297,0.0005603211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002092571,0.0001624689,0.9989588,0.0000207413,0.00008542354,0.00009586418,0.00007700289,0.00001384189,0.00007520139,0.000005931752,0.00004250018,0.0002529105],"study_design_scores_gemma":[0.00004367935,0.000696986,0.9982699,0.00001517005,0.00006847182,0.0003228382,0.000303428,0.0001387267,0.00001917371,0.00001108346,0.0001035882,0.000006858734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993669,0.00020062,0.00003642598,0.00001719805,0.00000519067,0.00002859981,0.0002117246,0.000001027569,0.0001321906],"genre_scores_gemma":[0.9991717,0.0001555929,0.00007843769,0.00005045093,0.000014621,0.00003519364,0.0004408839,9.253171e-7,0.00005219971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004794206,"threshold_uncertainty_score":0.00953263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2940930619171764,"score_gpt":0.539072770885288,"score_spread":0.2449797089681116,"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."}}