{"id":"W2136673631","doi":"10.1186/1743-0003-8-50","title":"Results of Clinicians Using a Therapeutic Robotic System in an Inpatient Stroke Rehabilitation Unit","year":2011,"lang":"en","type":"article","venue":"Journal of NeuroEngineering and Rehabilitation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rehabilitation; Randomized controlled trial; Physical therapy; Medicine; Physical medicine and rehabilitation; Occupational therapy; Stroke (engine); Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007517274,0.0001318379,0.00044649,0.000806766,0.00002344079,0.000007629393,0.00005402144,0.0000801729,0.000001488191],"category_scores_gemma":[0.001003925,0.0001082731,0.0001652685,0.0002963192,0.00009382206,0.0002571692,0.000009525388,0.0002429287,2.963531e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040835,"about_ca_system_score_gemma":0.00008106861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002775923,"about_ca_topic_score_gemma":0.000004594545,"domain_scores_codex":[0.9980469,0.0002061633,0.001173749,0.0001646482,0.000268103,0.000140431],"domain_scores_gemma":[0.9978466,0.001031864,0.0004346707,0.0001840198,0.0003910173,0.0001118307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007010719,0.002206594,0.7636563,0.004653309,0.0001806707,0.00006067293,0.0353728,0.09556285,0.07599892,0.0009178913,0.00001935784,0.01435994],"study_design_scores_gemma":[0.002856134,0.01210663,0.9438941,0.001317528,0.0001156623,0.0001149671,0.009659897,0.02952995,0.000204426,0.00005251325,0.00003820117,0.0001099395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973915,0.0001788326,0.001373739,0.0001574879,0.000495188,0.0003166054,0.000003804382,0.00001815672,0.00006469335],"genre_scores_gemma":[0.980822,0.00002713381,0.01903903,0.00001481412,0.0000642671,0.000002922139,0.000001398668,0.00002030435,0.000008077446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1802379,"threshold_uncertainty_score":0.4415248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04092314513282087,"score_gpt":0.290667414421734,"score_spread":0.2497442692889131,"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."}}