{"id":"W4412772400","doi":"10.1044/2025_ajslp-24-00143","title":"Interprofessional Cognitive-Communication Rehabilitation Patterns for Children and Adolescents With Acquired Brain Injuries: A Retrospective Medical Chart Review","year":2025,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Ottawa Hospital; Children's Hospital of Eastern Ontario; McMaster University; University of Ottawa","funders":"","keywords":"Rehabilitation; Cognition; Medicine; Health care; Acquired brain injury; Retrospective cohort study; Demographics; Family medicine; Nursing; Psychiatry; Physical therapy","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":[0.002057868,0.0002558868,0.0005573319,0.005629729,0.0008624935,0.0009360674,0.0005677444,0.0003869149,0.0009148939],"category_scores_gemma":[0.006667519,0.000387961,0.00054214,0.004957369,0.0005773082,0.0006418246,0.0007618843,0.0004379328,0.0001535237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002377266,"about_ca_system_score_gemma":0.003441857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02455506,"about_ca_topic_score_gemma":0.03517355,"domain_scores_codex":[0.9970992,0.0004496599,0.001098998,0.00046074,0.0006093403,0.0002821518],"domain_scores_gemma":[0.9847964,0.003299095,0.008727283,0.0005343214,0.002055023,0.0005878236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003194909,0.00002066352,0.9947954,0.0001914561,0.0000286569,0.0006695722,0.0008624722,0.00002413719,0.0000877286,0.00002764433,0.0002433991,0.003016922],"study_design_scores_gemma":[0.000006260964,0.0001237077,0.9922171,0.0002740798,0.00005181483,0.002926754,0.00293402,0.0000874274,0.0001919481,0.00001129631,0.001164215,0.00001142197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914517,0.003887949,0.0003079896,0.00009433117,0.000009860403,0.0003651859,0.003082796,0.00001504611,0.0007853078],"genre_scores_gemma":[0.9945834,0.002165446,0.000647569,0.00007538121,0.0000136921,0.0002277853,0.002169841,0.000004710822,0.0001121307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02455506,"threshold_uncertainty_score":0.04882425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008383713243116389,"score_gpt":0.3595867823972614,"score_spread":0.351203069154145,"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."}}