{"id":"W4405598241","doi":"10.1177/15394492241292263","title":"Errorless Learning for Everyday Functioning in Adults With Brain Injury: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"OTJR Occupational Therapy Journal of Research","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"","keywords":"PsycINFO; CINAHL; Operationalization; Acquired brain injury; Psychology; Everyday life; Occupational therapy; Psychological intervention; Rehabilitation; MEDLINE; Intervention (counseling); Activities of daily living; CLARITY; Clinical psychology; Developmental psychology; Psychiatry","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01386477,0.0004787845,0.002606366,0.002928298,0.0002230365,0.000153729,0.0005263502,0.0003192833,0.0003646349],"category_scores_gemma":[0.003239275,0.0003071848,0.0007597578,0.00296055,0.0002533868,0.0002635985,0.00009547961,0.004230206,0.00005570488],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008019893,"about_ca_system_score_gemma":0.007622027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007870796,"about_ca_topic_score_gemma":0.00001156901,"domain_scores_codex":[0.9920334,0.001590643,0.001926684,0.0005835411,0.003068496,0.000797274],"domain_scores_gemma":[0.9917391,0.004452196,0.000762557,0.0004130439,0.00231186,0.0003212604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0039744,0.0002033806,0.0002457057,0.2985907,0.0006601578,0.0001590715,0.0001830217,0.000003506031,0.000001445425,0.0001123398,0.01139845,0.6844678],"study_design_scores_gemma":[0.001522479,0.002848203,0.00004663166,0.6774327,0.0001646762,0.0006198181,0.00007632167,0.00001962611,0.000001123283,0.00006405414,0.3170017,0.0002026786],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001027598,0.9922284,0.0002764559,0.001224117,0.0001846048,0.00556823,0.00002508375,0.00002554131,0.0003647687],"genre_scores_gemma":[0.00007601237,0.9952772,0.001149337,0.0001314007,0.0008183108,0.0007447228,0.0001148381,0.000173925,0.001514285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6842651,"threshold_uncertainty_score":0.999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.390029238859944,"score_gpt":0.5726346301998382,"score_spread":0.1826053913398942,"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."}}