{"id":"W4377564448","doi":"10.1080/09602011.2023.2212172","title":"The dual reality of challenging behaviours: Overlapping and distinct perspectives of individuals with TBI and their caregivers","year":2023,"lang":"en","type":"article","venue":"Neuropsychological Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke; Canadian Sleep & Circadian Network; Université de Montréal; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Mitacs; Canada Research Chairs; Centre for Interdisciplinary Research in Rehabilitation; Ontario Ministry of Health and Long-Term Care; Fondation de la recherche en santé du Nouveau-Brunswick; Réseau de recherche portant sur les interventions en sciences infirmières du Québec","keywords":"Psychology; Dual (grammatical number); Traumatic brain injury; Developmental psychology; Cognitive psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009065049,0.00009624912,0.0002224918,0.00008848153,0.00009815053,0.00001151579,0.00005449784,0.0000523921,0.000005997595],"category_scores_gemma":[0.002339883,0.00005234136,0.00003811299,0.0003157714,0.0009409309,0.00004819978,0.00004920025,0.0001868634,4.159042e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001634014,"about_ca_system_score_gemma":0.00001671783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000023756,"about_ca_topic_score_gemma":0.000004655927,"domain_scores_codex":[0.9987828,0.0002578002,0.0002323046,0.0002827709,0.0002812407,0.0001630665],"domain_scores_gemma":[0.9967876,0.002662688,0.0001023793,0.0002357535,0.0001459132,0.00006562923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002180092,0.0007492666,0.7247655,0.0007497009,0.0002153919,0.00002959366,0.1042146,0.00001875491,0.02404794,0.008990261,0.0003634171,0.1336754],"study_design_scores_gemma":[0.0006949302,0.002819258,0.9598601,0.0000960121,0.00001640256,0.00001647863,0.03571798,0.00006564824,0.00002951989,0.0006112973,0.00002741374,0.00004488788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994258,0.0001268196,0.00003201241,0.004489914,0.00001889487,0.000446858,0.00002356201,0.00004119312,0.0005627301],"genre_scores_gemma":[0.9996761,0.00007227889,0.0001785608,0.000009140168,0.00001364658,0.00001963757,0.000005042717,0.000009279966,0.00001633039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2350946,"threshold_uncertainty_score":0.3466899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05929442537690949,"score_gpt":0.3570744687128947,"score_spread":0.2977800433359852,"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."}}