{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001617583,0.0001666649,0.0004622049,0.0004141829,0.0001102175,0.0001964033,0.00007620196,0.0001385719,0.00007794386],"category_scores_gemma":[0.001190591,0.0001099731,0.0002561134,0.0001672324,0.0002042111,0.0008665666,0.00002650888,0.0002865795,0.000005631151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008117045,"about_ca_system_score_gemma":0.0001134638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001426065,"about_ca_topic_score_gemma":0.000005799358,"domain_scores_codex":[0.9983693,0.0002638276,0.0007032316,0.000243596,0.0002890626,0.0001309865],"domain_scores_gemma":[0.9965119,0.002559558,0.0002688842,0.0001441604,0.0003711722,0.0001443007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005097143,0.001156773,0.4851136,0.001910481,0.001643922,0.00006425857,0.04048133,0.00004920627,0.02856054,0.005809973,0.004527946,0.4255849],"study_design_scores_gemma":[0.005020329,0.007477183,0.9458693,0.002031791,0.0001987787,0.000368239,0.01158061,0.000246293,0.0001252122,0.01876699,0.008108859,0.0002064664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721551,0.0046597,0.00006207101,0.02094305,0.0006112885,0.0008928987,0.0000135896,0.00002664987,0.0006356491],"genre_scores_gemma":[0.9902272,0.001605703,0.007195944,0.0002058121,0.00007803716,0.00002061612,0.000007064168,0.00002484815,0.0006347632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4607556,"threshold_uncertainty_score":0.4484574,"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."}}