{"id":"W4407106438","doi":"10.1080/02699052.2025.2460022","title":"Experiences and attitudes towards agitated behaviours in TBI ICU patients (EXSTATIC): understanding various management practices through qualitative interviews with nurses","year":2025,"lang":"en","type":"article","venue":"Brain Injury","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital; Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Qualitative research; Psychology; Traumatic brain injury; Clinical psychology; Medicine; Nursing; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01060163,0.0007104879,0.0005246616,0.001208305,0.005872848,0.003842261,0.00161712,0.001556818,0.002119731],"category_scores_gemma":[0.01384978,0.0006407666,0.0004505814,0.001052042,0.007533082,0.003397,0.00537936,0.00281816,0.0003137528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005026537,"about_ca_system_score_gemma":0.004377136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01259415,"about_ca_topic_score_gemma":0.02156197,"domain_scores_codex":[0.9921494,0.005906107,0.0002316485,0.000308924,0.0004055068,0.0009983922],"domain_scores_gemma":[0.9865431,0.009898234,0.001318079,0.0002628494,0.0009415359,0.001036244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001836503,0.00002735108,0.001742695,0.00005271471,0.0000015005,0.0002194537,0.9961389,0.00001281294,0.0002829045,0.0001536758,0.0001054999,0.001244098],"study_design_scores_gemma":[0.000002663419,0.00003493323,0.001113654,0.00006688034,0.000001771866,0.00009475121,0.9971541,0.00002727906,0.0001446824,0.00007648887,0.001276826,0.000005983693],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934192,0.0004925093,0.001276745,0.00117595,0.000038789,0.0001481649,0.00008707864,0.0000100718,0.00335148],"genre_scores_gemma":[0.9955828,0.0006898472,0.0008260985,0.0006007327,0.00001611799,0.0002865497,0.00005231338,0.00001101487,0.001934695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01259415,"threshold_uncertainty_score":0.05606741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06986540477409707,"score_gpt":0.4207532981500555,"score_spread":0.3508878933759584,"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."}}