{"id":"W4412099207","doi":"10.1136/bmjopen-2024-096908","title":"Neuropsychiatric complications 3–4 years after stroke: a population-based study of fatigue, depression and cognition","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sparbanksstiftelsen Färs and Frosta; Vetenskapsrådet","keywords":"Medicine; Stroke (engine); Depression (economics); Quality of life (healthcare); Cohort; Physical therapy; Population; Montreal Cognitive Assessment; Activities of daily living; Cohort study; Cognition; Pediatrics; Cognitive impairment; Internal medicine; Psychiatry","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":[0.00103584,0.0004180335,0.0004708129,0.0008910729,0.0007074391,0.0007816383,0.0004873805,0.0009594379,0.001083893],"category_scores_gemma":[0.001752976,0.0005810435,0.0006706288,0.001221846,0.0003581043,0.0008150805,0.0005337353,0.000744573,0.0004131948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003582337,"about_ca_system_score_gemma":0.0004301331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00671366,"about_ca_topic_score_gemma":0.008906049,"domain_scores_codex":[0.9994432,0.0001611307,0.00005787665,0.0001193539,0.0001008468,0.0001175286],"domain_scores_gemma":[0.9991792,0.00009374681,0.000370101,0.00007307425,0.0001044031,0.0001794061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001669899,0.0000965599,0.9987183,0.000009049383,0.00007695264,0.0001029517,0.0001179958,0.00001339351,0.00009679326,0.000005477659,0.00005637921,0.0005391949],"study_design_scores_gemma":[0.00002149147,0.0002151467,0.9992313,0.000004710705,0.00002891273,0.000208209,0.0001606487,0.00003099669,0.000009137105,0.000008450393,0.00007773549,0.00000312359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993415,0.0001645837,0.00004573747,0.00002528948,0.000004838667,0.00002539527,0.000238873,0.000001469266,0.000152239],"genre_scores_gemma":[0.9990664,0.0001544281,0.00007630868,0.0000468348,0.00001710939,0.00003669748,0.0003870802,0.000001254819,0.0002137482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00671366,"threshold_uncertainty_score":0.01334918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04271434916245554,"score_gpt":0.401939303126672,"score_spread":0.3592249539642165,"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."}}