{"id":"W2609179446","doi":"10.1080/10749357.2017.1318339","title":"Increased work and social engagement is associated with increased stroke specific quality of life in stroke survivors at 3 months and 12 months post-stroke: a longitudinal study of an Australian stroke cohort","year":2017,"lang":"en","type":"article","venue":"Topics in Stroke Rehabilitation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; State Government of Victoria; Australian Research Council; La Trobe University; Commonwealth Scientific and Industrial Research Organisation; James S. McDonnell Foundation","keywords":"Stroke (engine); Montreal Cognitive Assessment; Quality of life (healthcare); Modified Rankin Scale; Cohort; Psychology; Longitudinal study; Rating scale; Depression (economics); Cognition; Physical therapy; Cohort study; Physical medicine and rehabilitation; Gerontology; Medicine; Clinical psychology; Psychiatry; Developmental psychology; Cognitive impairment; Ischemic stroke; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00294396,0.0005136142,0.00165823,0.000733014,0.000338008,0.00008556216,0.0002758846,0.0003969661,0.00008609756],"category_scores_gemma":[0.002761665,0.0004858298,0.00023687,0.0002099459,0.0007783296,0.0004604472,0.000185566,0.0006717727,9.657466e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005921663,"about_ca_system_score_gemma":0.0002335843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01176284,"about_ca_topic_score_gemma":0.0224592,"domain_scores_codex":[0.9941286,0.001359513,0.001729798,0.0009725613,0.001251825,0.0005576641],"domain_scores_gemma":[0.995173,0.001858965,0.001147038,0.0009579302,0.0005507073,0.0003123241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004227521,0.00248378,0.9784975,0.0003863451,0.0004017774,0.00001481805,0.009088386,0.00001902108,0.00269593,0.00008617048,0.00002611936,0.002072611],"study_design_scores_gemma":[0.01226735,0.004055004,0.963096,0.0002148453,0.000200787,0.000001585201,0.01935683,0.00007749421,0.0002785635,0.00002142038,0.00005766355,0.0003724395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945356,0.0001459811,0.000007012824,0.000689185,0.0001718199,0.003051893,0.000959399,0.00004117114,0.0003980018],"genre_scores_gemma":[0.9973803,0.00004674706,0.001282621,0.00003386215,0.0001055459,0.0001570226,0.000113181,0.00004739561,0.0008333699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540151,"threshold_uncertainty_score":0.9997593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04528343553261656,"score_gpt":0.3245213930464483,"score_spread":0.2792379575138318,"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."}}