{"id":"W4387740647","doi":"10.1186/s40814-023-01300-7","title":"OptiCogs: feasibility of a multicomponent intervention to rehabilitate people with cognitive impairment post-stroke","year":2023,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Limerick","keywords":"Stroke (engine); Quality of life (healthcare); Cognition; Intervention (counseling); Physical therapy; Medicine; Rehabilitation; Adverse effect; Cognitive Intervention; Randomized controlled trial; Physical medicine and rehabilitation; Psychiatry; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009989695,0.0002516119,0.0007568343,0.0002785512,0.0001215911,0.00001338071,0.00005352867,0.00004330532,0.00002128329],"category_scores_gemma":[0.002002965,0.0001763634,0.0002255544,0.0004134717,0.0003827648,0.00009744203,0.0001756364,0.0001391132,0.00002765543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939177,"about_ca_system_score_gemma":0.00005146464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001925623,"about_ca_topic_score_gemma":0.000456358,"domain_scores_codex":[0.9979408,0.0001714147,0.0005816883,0.0006067951,0.0003805069,0.0003188067],"domain_scores_gemma":[0.9974242,0.001048713,0.000127258,0.0003380343,0.0008512738,0.0002104606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007896272,0.001905111,0.9695374,0.001946507,0.0004659075,0.000005303581,0.01049115,0.000005238315,0.004785188,0.00001685184,0.0001009817,0.002844034],"study_design_scores_gemma":[0.005299923,0.01249046,0.9449207,0.0006624527,0.0001843894,0.00001007891,0.03531433,0.00007357175,0.0007673008,0.00009353257,0.00001396369,0.000169358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932353,0.0007256326,0.00005733577,0.002091469,0.000171424,0.003324721,0.0001608339,0.0001332217,0.0001000635],"genre_scores_gemma":[0.9979967,0.0001598689,0.000917292,0.0001057448,0.00003563309,0.0002236297,0.00002597927,0.00001888151,0.0005162816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02482318,"threshold_uncertainty_score":0.719189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046337998140881,"score_gpt":0.3873448882718062,"score_spread":0.2827110884577181,"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."}}