{"id":"W3119438790","doi":"10.1136/jech-2020-ssmabstracts.74","title":"OP75 The potential impact of cognitive rehabilitation on the future burden of post-stroke cognitive impairment in Ireland to 2035: Preliminary results using a model-based approach","year":2020,"lang":"en","type":"article","venue":"Oral Presentations","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Dementia; Medicine; Rehabilitation; Population; Cognition; Population ageing; Cohort study; Cohort; Montreal Cognitive Assessment; Cognitive decline; Epidemiology; Cognitive rehabilitation therapy; Physical medicine and rehabilitation; Gerontology; Cognitive impairment; Physical therapy; Psychiatry; Internal medicine; Environmental health","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":[0.01587117,0.001654537,0.003343301,0.001654108,0.0003480872,0.002303236,0.002896953,0.001644962,0.008273385],"category_scores_gemma":[0.02539873,0.001107172,0.01301396,0.001642413,0.0004517219,0.001074596,0.002502631,0.001804116,0.0007064904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00823136,"about_ca_system_score_gemma":0.008569683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1493277,"about_ca_topic_score_gemma":0.06924962,"domain_scores_codex":[0.9933257,0.005124965,0.0003012349,0.000489368,0.0002618615,0.0004968945],"domain_scores_gemma":[0.9827982,0.01421779,0.001052075,0.0004010169,0.001153039,0.0003778943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006059953,0.000874147,0.05245105,0.01577346,0.02434843,0.0005858658,0.0003385044,0.8546606,0.0003202919,0.006432345,0.005392739,0.03276262],"study_design_scores_gemma":[0.005403567,0.006174685,0.05213618,0.00485401,0.03361383,0.0002691527,0.0009112017,0.8684942,0.0005000326,0.0134681,0.0138791,0.0002960226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8257539,0.03825041,0.04181182,0.007391883,0.0005950776,0.004871808,0.05348627,0.0007299635,0.02710896],"genre_scores_gemma":[0.9696578,0.004235244,0.01422051,0.0006867203,0.00007083303,0.002133921,0.006805489,0.00004916039,0.002140292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1493277,"threshold_uncertainty_score":0.2969171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04940423598135287,"score_gpt":0.3746800223406361,"score_spread":0.3252757863592832,"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."}}