{"id":"W4412726231","doi":"10.3390/bioengineering12070778","title":"Technology-Enabled Cognitive Strategy Intervention for Secondary Stroke Prevention: A Feasibility Study","year":2025,"lang":"en","type":"article","venue":"Bioengineering","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Intervention (counseling); Cognition; Medicine; Physical therapy; Dementia; Physical medicine and rehabilitation; Adverse effect; Cognitive Intervention; Psychology; Nursing; Psychiatry; Internal medicine","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":[0.004025129,0.0008252968,0.0007945206,0.001102469,0.0007088779,0.0005649307,0.0007274214,0.001107674,0.003114681],"category_scores_gemma":[0.005014641,0.000426125,0.0009742072,0.0004535143,0.0006514644,0.0008029431,0.0008279123,0.0006451418,0.0003604641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004727918,"about_ca_system_score_gemma":0.002931899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001853995,"about_ca_topic_score_gemma":0.002358914,"domain_scores_codex":[0.9979408,0.001238219,0.0001479196,0.0001219326,0.0002710535,0.0002801486],"domain_scores_gemma":[0.9984534,0.0007087322,0.000183206,0.0001341901,0.0002386582,0.0002818971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07036792,0.5314739,0.06968563,0.004019921,0.0008647853,0.003755077,0.006085703,0.001737622,0.01264252,0.0007973243,0.00131471,0.2972549],"study_design_scores_gemma":[0.0488445,0.8282824,0.112213,0.0004265801,0.0005170088,0.001115431,0.001984311,0.00213157,0.001836215,0.000350866,0.002223253,0.00007487832],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878017,0.0001191354,0.0007479325,0.00007147566,0.00001895283,0.01026903,0.0001093866,0.00001798138,0.0008442981],"genre_scores_gemma":[0.9669386,0.0005317167,0.006806536,0.0001625277,0.00006157757,0.02470213,0.0002217513,0.000005486041,0.0005697162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004025129,"threshold_uncertainty_score":0.0212872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02255852094894482,"score_gpt":0.3315672362823208,"score_spread":0.309008715333376,"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."}}