{"id":"W4306164626","doi":"10.1097/mrr.0000000000000552","title":"Cognitive impairment predicts engagement in inpatient stroke rehabilitation","year":2022,"lang":"en","type":"article","venue":"International Journal of Rehabilitation Research","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Stroke (engine); Cognition; Physical medicine and rehabilitation; Cognitive rehabilitation therapy; Psychological intervention; Physical therapy; Medicine; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009098909,0.0003144895,0.0003195434,0.0006347407,0.0003478298,0.0008017702,0.0003712761,0.0004741462,0.001728924],"category_scores_gemma":[0.006483765,0.0001515054,0.0004058834,0.0005177011,0.0002108213,0.0003879851,0.0006954329,0.0007825229,0.0004303173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003697692,"about_ca_system_score_gemma":0.0003782288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005169558,"about_ca_topic_score_gemma":0.009714226,"domain_scores_codex":[0.9993957,0.0001329909,0.0001013501,0.00006464963,0.0001507251,0.0001545596],"domain_scores_gemma":[0.9968686,0.000456547,0.001445998,0.0001456223,0.0003432342,0.0007401282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009772821,0.0001940933,0.9975597,0.000004050277,0.00003235739,0.00003006917,0.00006090763,0.00006690378,0.0000609128,0.000009510028,0.00009248812,0.001791267],"study_design_scores_gemma":[0.000001824192,0.00007124867,0.9996313,0.000003237943,0.000005090056,0.00003463919,0.00004267591,0.0001403619,0.00002063286,0.00001416728,0.00003323732,0.000001551364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989914,0.00005912018,0.0000381674,0.00003555029,0.000003975181,0.000008102002,0.0001102077,0.000003970422,0.0007496036],"genre_scores_gemma":[0.9994904,0.00003453292,0.00003040619,0.00001497641,0.000005035508,0.000005923243,0.0002314793,9.65801e-7,0.0001863749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005169558,"threshold_uncertainty_score":0.01027894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0423050560471279,"score_gpt":0.4095495031328619,"score_spread":0.367244447085734,"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."}}