{"id":"W2972903516","doi":"10.1177/1747493019873600","title":"Cognition in stroke rehabilitation and recovery research: Consensus-based core recommendations from the second Stroke Recovery and Rehabilitation Roundtable","year":2019,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Heart and Stroke Foundation; University of Ottawa","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Rehabilitation; Stroke (engine); Cognition; Medicine; Physical medicine and rehabilitation; Cognitive rehabilitation therapy; Psychological intervention; Stroke recovery; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002568839,0.0002051265,0.0004619794,0.0009792474,0.0001100837,0.0002162353,0.0001872861,0.0001855346,0.0005357001],"category_scores_gemma":[0.00407343,0.0001657158,0.000232312,0.0002100942,0.0002999161,0.0007667046,0.00006635759,0.0008451143,0.0000184765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005938801,"about_ca_system_score_gemma":0.0004004952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001728653,"about_ca_topic_score_gemma":0.0004258297,"domain_scores_codex":[0.9968178,0.0004883271,0.001052955,0.0003759806,0.0009943529,0.0002705961],"domain_scores_gemma":[0.9826546,0.01490706,0.000512534,0.0002539539,0.001520431,0.0001514448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008344414,0.0008347928,0.8835174,0.0002213415,0.0007640413,0.00004218081,0.002039083,0.0003489493,0.0613647,0.001022129,0.01237691,0.02912404],"study_design_scores_gemma":[0.01553256,0.006784322,0.890195,0.00258215,0.0001793761,0.0002615481,0.01831513,0.0015576,0.00175604,0.009944431,0.05245723,0.0004346769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964766,0.000536533,0.0001799527,0.03038532,0.001517807,0.0007522979,0.0006956822,0.00001461912,0.001151768],"genre_scores_gemma":[0.9851185,0.00032119,0.009599736,0.0007363391,0.0003505006,0.00002706944,0.0001107179,0.00002917687,0.003706775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05960866,"threshold_uncertainty_score":0.6757693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04553355520348982,"score_gpt":0.353143738407685,"score_spread":0.3076101832041952,"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."}}