{"id":"W4401740981","doi":"10.3389/fneur.2024.1449417","title":"Enhancing daily living and cognitive functions in traumatic brain injury patients through Orem’s self-care theory","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Xuzhou Medical University","keywords":"Montreal Cognitive Assessment; Glasgow Coma Scale; Activities of daily living; Medicine; Traumatic brain injury; Cognition; Rehabilitation; Nursing care; Psychological intervention; Physical therapy; Nursing Interventions Classification; Nursing; Cognitive impairment; Psychiatry","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":[0.001130277,0.0002654904,0.0002030177,0.0006119136,0.0004869558,0.0008962926,0.0004537634,0.0003776784,0.001133619],"category_scores_gemma":[0.001335009,0.000072309,0.0005004131,0.0002085036,0.001477021,0.0004726872,0.0008886424,0.0004721637,0.0001000993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030323,"about_ca_system_score_gemma":0.001479002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283176,"about_ca_topic_score_gemma":0.002152759,"domain_scores_codex":[0.9994866,0.0002671052,0.00002079856,0.00004126303,0.0001183828,0.00006573835],"domain_scores_gemma":[0.9994906,0.0002138578,0.0001147342,0.00003508722,0.00007812404,0.00006754434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003607563,0.00777212,0.2880979,0.001425241,0.0002489673,0.00111985,0.03790028,0.00447575,0.004410362,0.07888304,0.005718373,0.5695874],"study_design_scores_gemma":[0.000565451,0.007444094,0.7130783,0.001928083,0.0004019506,0.004317278,0.04680026,0.03342702,0.004151551,0.1373453,0.05038319,0.0001576026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936929,0.002141923,0.01095811,0.004873706,0.00008907421,0.0002476935,0.00004320405,0.00003396106,0.04468321],"genre_scores_gemma":[0.9937749,0.0004518915,0.004450418,0.0003049876,0.00001895076,0.00007231809,0.00001545185,0.000001239184,0.0009098653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001283176,"threshold_uncertainty_score":0.007475555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0196652950360503,"score_gpt":0.3023711032928106,"score_spread":0.2827058082567603,"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."}}