{"id":"W4393196022","doi":"10.4236/ojtr.2024.122008","title":"Impaired Cognition and Stroke Rehabilitation Outcomes: Are They Related?","year":2024,"lang":"en","type":"article","venue":"Open Journal of Therapy and Rehabilitation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Rehabilitation; Stroke (engine); Cognition; Physical medicine and rehabilitation; Cognitive rehabilitation therapy; Psychology; Medicine; Cognitive psychology; Neuroscience; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002279815,0.0003573729,0.0005664023,0.002156561,0.0005564908,0.001625194,0.0007030325,0.00090161,0.002507286],"category_scores_gemma":[0.01363041,0.0002716053,0.0006814363,0.003085613,0.001528644,0.0009495889,0.0008540452,0.001231141,0.0001941567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044327,"about_ca_system_score_gemma":0.001672709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02258517,"about_ca_topic_score_gemma":0.02647259,"domain_scores_codex":[0.9981695,0.0005196003,0.0001878128,0.0003271929,0.000405459,0.0003904676],"domain_scores_gemma":[0.9900933,0.002959103,0.00467591,0.0004151586,0.0007880901,0.001068425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004920764,0.00002189517,0.9975042,0.00001670445,0.00009046252,0.00003873403,0.00007870313,0.0000294096,0.00001137325,0.0000494552,0.00006496288,0.002045029],"study_design_scores_gemma":[0.000002273356,0.00001809406,0.9995432,0.0000177638,0.0000280836,0.00005109535,0.00009675069,0.00005038188,0.000005657161,0.0001206238,0.00006321364,0.000002812242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913599,0.004793116,0.000113561,0.001369844,0.0000323456,0.00001305162,0.000407129,0.000005612815,0.001905417],"genre_scores_gemma":[0.9986492,0.0008286406,0.00005159208,0.0001064473,0.00006366861,0.000005777177,0.0002047536,0.00000182977,0.00008806821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02258517,"threshold_uncertainty_score":0.04490745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204930421396406,"score_gpt":0.3159702833387735,"score_spread":0.2954772411991329,"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."}}