{"id":"W2611398087","doi":"10.1177/0269215517705181","title":"Embedding an enriched environment in an acute stroke unit increases activity in people with stroke: a controlled before–after pilot study","year":2017,"lang":"en","type":"article","venue":"Clinical Rehabilitation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Wishlist","keywords":"Stroke (engine); Adverse effect; Medicine; Acute stroke; Staffing; Environmental enrichment; Acute care; Physical therapy; Intervention (counseling); Emergency medicine; Health care; Internal medicine; Nursing; Emergency department","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002770716,0.0002960139,0.001147235,0.0003466412,0.0001355669,0.00008976253,0.0002062502,0.0001577123,0.0001017962],"category_scores_gemma":[0.00491893,0.0002253785,0.0001913921,0.0001127463,0.0003755573,0.00083563,0.00007795535,0.0005753246,0.00001727692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003282455,"about_ca_system_score_gemma":0.0002239652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009332001,"about_ca_topic_score_gemma":0.008981605,"domain_scores_codex":[0.9960476,0.001211491,0.001033215,0.0008016949,0.0005432435,0.0003627436],"domain_scores_gemma":[0.9947574,0.003199074,0.0004125437,0.001162094,0.0001238244,0.0003451011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02430703,0.01361807,0.9503867,0.00004232521,0.0001137017,0.0000312644,0.00179384,0.00008569923,0.001016766,0.00001121596,0.000001754576,0.008591653],"study_design_scores_gemma":[0.0283529,0.05849244,0.9059575,0.00009604846,0.0001945631,0.000002338737,0.003354522,0.003241996,0.00000640058,0.00009451377,0.00001027445,0.0001964739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954787,0.00002142959,0.0001068651,0.0006111613,0.0001473126,0.003477833,0.0000273685,0.00004401572,0.0000852988],"genre_scores_gemma":[0.9964446,0.0000215976,0.00232356,0.00008272683,0.0001292783,0.0007133117,0.00002471738,0.00003820207,0.000222011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04487438,"threshold_uncertainty_score":0.919067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724952584306788,"score_gpt":0.3898402746291544,"score_spread":0.3525907487860865,"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."}}