{"id":"W1643291669","doi":"10.1111/j.1440-1630.2011.00943.x","title":"National survey of Canadian occupational therapists’ assessment and treatment of cognitive impairment post-stroke","year":2011,"lang":"en","type":"article","venue":"Australian Occupational Therapy Journal","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Réseau Provincial de Recherche en Adaptation-Réadaptation; Canadian Stroke Network; Centre for Interdisciplinary Research in Rehabilitation","keywords":"Rehabilitation; Occupational therapy; Psychological intervention; Stroke (engine); Cognition; Retraining; Medicine; Acute care; Intervention (counseling); Cognitive rehabilitation therapy; Activities of daily living; Physical therapy; Physical medicine and rehabilitation; Psychiatry; Health care","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002279251,0.000272286,0.0004077524,0.001215324,0.0007011243,0.00002041465,0.0002057488,0.0002192482,0.006302961],"category_scores_gemma":[0.0002024441,0.0002124754,0.0001573895,0.0005048525,0.0002206189,0.0003870305,0.00002029102,0.0004579173,0.00002873407],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005425111,"about_ca_system_score_gemma":0.007181451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06252413,"about_ca_topic_score_gemma":0.0172451,"domain_scores_codex":[0.9956698,0.001348769,0.001059038,0.0002777216,0.001135821,0.0005088221],"domain_scores_gemma":[0.9929175,0.001737874,0.0008621711,0.0001482697,0.003919526,0.0004146994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004799455,0.000911656,0.9819866,0.00001685205,0.0007566542,0.00000840379,0.003480981,0.000005931612,0.0009325974,0.001518113,0.000868828,0.004713906],"study_design_scores_gemma":[0.003897041,0.002004807,0.9905863,0.00009666324,0.00002102362,0.00002703057,0.001157532,0.00002165739,0.0004379421,0.0005414559,0.00102095,0.0001876312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924343,0.000240022,0.00006813694,0.0004634606,0.0003245834,0.0008730579,0.002943743,0.000009963207,0.002642683],"genre_scores_gemma":[0.9938751,0.001981852,0.001841071,0.000318133,0.0002286002,0.00007625698,0.0004857069,0.00002906707,0.001164182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04527903,"threshold_uncertainty_score":0.9984469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3987645672074631,"score_gpt":0.5200103773088606,"score_spread":0.1212458101013975,"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."}}