{"id":"W4387499201","doi":"10.1101/2023.10.09.23296685","title":"Influence of socioeconomic status on functional outcomes after stroke: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"medRxiv","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Socioeconomic status; Observational study; Medicine; Stroke (engine); Modified Rankin Scale; Meta-analysis; Odds ratio; MEDLINE; Rehabilitation; Odds; Gerontology; Demography; Physical therapy; Environmental health; Logistic regression; Psychiatry; Internal medicine; Population; 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":[0.01284085,0.00267104,0.01793519,0.007308598,0.0006645442,0.003331328,0.00196468,0.001942445,0.003492298],"category_scores_gemma":[0.03401203,0.001167809,0.0326378,0.007491231,0.0007844764,0.0018078,0.001562794,0.001685699,0.0002492946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440489,"about_ca_system_score_gemma":0.003854778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007625013,"about_ca_topic_score_gemma":0.01456501,"domain_scores_codex":[0.990602,0.004413565,0.002843005,0.0008797535,0.0009305244,0.0003310842],"domain_scores_gemma":[0.9783782,0.01609336,0.00337395,0.0004946152,0.001415156,0.0002446893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001190046,0.00002956527,0.005845812,0.4005598,0.5808973,0.0001271907,0.00007316497,0.0004961662,0.0001170408,0.0001305113,0.0004324878,0.01010078],"study_design_scores_gemma":[0.0003554029,0.000184413,0.006419275,0.03545115,0.9557244,0.000100691,0.00004882898,0.0002013417,0.00008393634,0.0002064457,0.001201342,0.00002287475],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005221023,0.9932839,0.0003226121,0.0001903114,0.0001048053,0.0002077584,0.0004713721,0.00001357387,0.0001846237],"genre_scores_gemma":[0.1908343,0.8046747,0.001577605,0.0006629974,0.0002474755,0.0009225758,0.000854023,0.00002104874,0.0002051975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01793519,"threshold_uncertainty_score":0.06790972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07210001981761262,"score_gpt":0.3438546301208208,"score_spread":0.2717546103032082,"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."}}