{"id":"W4224316037","doi":"10.3389/fneur.2022.869550","title":"Relevance of Cognition and Emotion for Patient-Reported Quality of Life After Stroke in Working Age: An Observational Cohort Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hospital Anxiety and Depression Scale; Quality of life (healthcare); Montreal Cognitive Assessment; Stroke (engine); Anxiety; Observational study; Depression (economics); Physical therapy; Modified Rankin Scale; Cognition; Psychiatry; Internal medicine; Cognitive impairment; Ischemic stroke","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":[0.002241237,0.00035131,0.0005562704,0.0007009917,0.0007423964,0.001129197,0.0005971825,0.0006683949,0.001314373],"category_scores_gemma":[0.004209163,0.000322637,0.001071515,0.0009086186,0.0003898782,0.0006342201,0.0005546297,0.0009248102,0.0002452324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370325,"about_ca_system_score_gemma":0.0005017082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007271599,"about_ca_topic_score_gemma":0.007499478,"domain_scores_codex":[0.9991699,0.000285974,0.00009214199,0.0001538453,0.000128772,0.000169253],"domain_scores_gemma":[0.9968376,0.0005780451,0.001368534,0.0004206758,0.0002213323,0.0005736363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001156233,0.00007298854,0.9991873,0.00000514014,0.00007002911,0.00003292927,0.00007750741,0.00001032751,0.00003649582,0.000005748696,0.00004105496,0.0003447751],"study_design_scores_gemma":[0.00001496796,0.0001424172,0.9994352,0.000005426074,0.0000440487,0.00006787488,0.000122599,0.00007843751,0.00001013544,0.00001407854,0.00006136495,0.000003434623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993279,0.0001487926,0.00004552136,0.00003762261,0.00000659567,0.000009981652,0.0002848378,0.000001290726,0.0001375377],"genre_scores_gemma":[0.9994442,0.00007586999,0.00005037045,0.00003082639,0.00001361125,0.00001798671,0.0003003539,0.000001239131,0.00006554926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007271599,"threshold_uncertainty_score":0.01445854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05090481581751882,"score_gpt":0.3123176715753648,"score_spread":0.261412855757846,"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."}}