{"id":"W76768293","doi":"10.3233/nre-2008-23201","title":"Skill reacquisition after acquired brain injury: A holistic habit retraining model of neurorehabilitation","year":2008,"lang":"en","type":"article","venue":"Neurorehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Neurorehabilitation; Retraining; Psychology; Acquired brain injury; Rehabilitation; Set (abstract data type); Cognition; Cognitive psychology; Computer science; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009546329,0.0003150502,0.0005670729,0.0006136597,0.0001387634,0.00001820323,0.0001669629,0.000213848,0.0001866873],"category_scores_gemma":[0.007345126,0.0003172949,0.0002744178,0.0008284267,0.0007444473,0.0004704493,0.00006323224,0.0003117826,0.00005000707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955992,"about_ca_system_score_gemma":0.0002936623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002857662,"about_ca_topic_score_gemma":0.000006043508,"domain_scores_codex":[0.9962168,0.0004503741,0.001017032,0.000724689,0.001116847,0.0004743006],"domain_scores_gemma":[0.9960979,0.001792539,0.0002558335,0.000876168,0.0007336152,0.0002439561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01274953,0.002987531,0.1086051,0.003953659,0.000166034,0.0001223094,0.06087417,0.001986006,0.7614492,0.005268349,0.02041523,0.02142284],"study_design_scores_gemma":[0.002632346,0.004961823,0.902526,0.0003340415,0.0000949729,0.00009317727,0.0006673141,0.07819196,0.002559226,0.007425224,0.0001266318,0.0003872474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890662,0.00003272768,0.00360164,0.004523529,0.0001755015,0.001416904,0.00009913643,0.0001905217,0.0008937852],"genre_scores_gemma":[0.9783587,0.000008128903,0.01982792,0.0009916272,0.0001032606,0.0002904219,0.0001064992,0.00008704059,0.0002264451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7939209,"threshold_uncertainty_score":0.9999279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053924261835703,"score_gpt":0.3585008520979795,"score_spread":0.2531084259144093,"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."}}