{"id":"W4200132629","doi":"10.1136/jnnp-2021-327211","title":"Recovery after stroke: the severely impaired are a distinct group","year":2021,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; McGill University; University of Calgary; Mila - Quebec Artificial Intelligence Institute; Montreal Neurological Institute and Hospital; Canadian Institute for Advanced Research","funders":"Canadian Institutes of Health Research; National Institute on Aging; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft","keywords":"Stroke recovery; Stroke (engine); Sample size determination; Recovery rate; Medicine; Physical medicine and rehabilitation; Psychology; Physical therapy; Rehabilitation; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005623182,0.0005697689,0.0009051334,0.001018255,0.0005010083,0.001783114,0.0008233685,0.000640374,0.003691202],"category_scores_gemma":[0.01683927,0.0002487893,0.001186952,0.0009529809,0.001114621,0.001392507,0.002042853,0.0008818444,0.0004734236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003119709,"about_ca_system_score_gemma":0.0006654011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005353809,"about_ca_topic_score_gemma":0.00581033,"domain_scores_codex":[0.9974878,0.001303504,0.0001621852,0.0006019261,0.0002254758,0.000219131],"domain_scores_gemma":[0.992874,0.004166875,0.001275131,0.0009309569,0.000356843,0.0003962096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001114328,0.0001024772,0.9415199,0.0001093216,0.0004587404,0.0001545806,0.0008331195,0.00393859,0.0009268406,0.0006533062,0.0004703387,0.04971845],"study_design_scores_gemma":[0.00004099001,0.0005129568,0.9582633,0.0001295825,0.0002909288,0.0005934002,0.001880309,0.02891661,0.0005811342,0.007572707,0.001158369,0.00005980449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873132,0.0005881182,0.009601187,0.0005396206,0.00002193233,0.00008906556,0.0006376097,0.00004853086,0.001160786],"genre_scores_gemma":[0.9978659,0.0001126895,0.001370132,0.00006697819,0.00001447574,0.00002145878,0.0003507795,0.00000771551,0.0001898437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005623182,"threshold_uncertainty_score":0.02973855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102426476649343,"score_gpt":0.2439012748566705,"score_spread":0.2336586271917362,"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."}}