{"id":"W4399347374","doi":"10.1097/jnn.0000000000000763","title":"Association Between Pupil Light Reflex and Delirium in Adults With Traumatic Brain Injury: Preliminary Findings","year":2024,"lang":"en","type":"article","venue":"Journal of Neuroscience Nursing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Delirium; Pupillary light reflex; Pupillometry; Traumatic brain injury; Mechanical ventilation; Medicine; Anesthesia; Pupillary reflex; Intensive care unit; Pupil; Reflex; Psychology; Internal medicine; Intensive care medicine; Psychiatry","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":[0.001163315,0.0003459179,0.0002891363,0.0004319262,0.0003276483,0.0003951903,0.0002922826,0.0003963743,0.001483501],"category_scores_gemma":[0.003914887,0.0002559769,0.0003827025,0.0002972247,0.0002959771,0.0004360918,0.0006433179,0.0004580984,0.0003289673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002175843,"about_ca_system_score_gemma":0.0005820154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463809,"about_ca_topic_score_gemma":0.002245271,"domain_scores_codex":[0.9994254,0.0002031522,0.00009057999,0.00009468976,0.0001211162,0.00006505753],"domain_scores_gemma":[0.9975897,0.0005298388,0.0008514193,0.0001407108,0.0005376403,0.0003507708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005919483,0.0002747231,0.9952159,0.00006266238,0.00004451593,0.0001788062,0.00024245,0.00002148175,0.001098978,0.000007132132,0.00006417946,0.002197132],"study_design_scores_gemma":[0.00002812484,0.001574664,0.9973379,0.00001062092,0.00002243705,0.0004133363,0.0002981996,0.00007498056,0.0001238171,0.000009582684,0.0001017722,0.000004599428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993984,0.0001607609,0.00006412058,0.00002668122,0.000004511538,0.00004259518,0.0001076624,0.000001779282,0.0001934581],"genre_scores_gemma":[0.9995623,0.00005780731,0.0001450725,0.00002176331,0.000007796436,0.00003192916,0.0001141113,4.675823e-7,0.0000587573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001483501,"threshold_uncertainty_score":0.006152272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396582198295843,"score_gpt":0.3289999459205823,"score_spread":0.3050341239376239,"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."}}