{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003325219,0.0006044518,0.0009730741,0.000666431,0.0007207742,0.0005662234,0.0009999688,0.00114094,0.006817937],"category_scores_gemma":[0.00575026,0.000318894,0.001183755,0.0002191571,0.0006592036,0.0007634705,0.002143258,0.0007637539,0.0004533609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014696,"about_ca_system_score_gemma":0.003282314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00269715,"about_ca_topic_score_gemma":0.006352852,"domain_scores_codex":[0.9983336,0.0007998577,0.0001710628,0.0001829122,0.0002303443,0.0002822679],"domain_scores_gemma":[0.9985834,0.0005222022,0.000250608,0.00007542333,0.0001009711,0.0004674237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2062573,0.1895715,0.01628529,0.005777035,0.0006873127,0.0003443733,0.003244481,0.001518413,0.006264933,0.0006167291,0.006789228,0.5626435],"study_design_scores_gemma":[0.2927405,0.5438744,0.1364017,0.00154295,0.001328277,0.0002184147,0.002832798,0.002849975,0.002689356,0.00109441,0.01424136,0.0001857695],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860956,0.0002218863,0.0006593138,0.0007221187,0.000131226,0.009681276,0.0002548616,0.00009412898,0.002139552],"genre_scores_gemma":[0.9511681,0.0006346969,0.01474648,0.001194184,0.0002288172,0.02872732,0.0003819093,0.00001584918,0.002902748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006817937,"threshold_uncertainty_score":0.02280825,"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."}}