{"id":"W4402653974","doi":"10.1177/17474930241288033","title":"Sex, gender, and stroke recovery: Functional limitations and inpatient care needs in Canadian and European survivors","year":2024,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heart and Stroke Foundation; Alberta Health Services; Alberta Health; University of Alberta; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Vetenskapsrådet; Svenska Forskningsrådet Formas","keywords":"Medicine; Activities of daily living; Marital status; Socioeconomic status; Gerontology; Stroke (engine); Quality of life (healthcare); Demography; Logistic regression; Multivariate analysis; Institutionalisation; Population; Environmental health; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007568175,0.0003261334,0.0004046863,0.001589265,0.002615162,0.000999079,0.0007236077,0.0004169704,0.001996785],"category_scores_gemma":[0.00218057,0.0001586482,0.0006273041,0.003713279,0.000624151,0.0003853508,0.0008433215,0.0004143655,0.0001384689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008489296,"about_ca_system_score_gemma":0.01479174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9779882,"about_ca_topic_score_gemma":0.9860744,"domain_scores_codex":[0.9994597,0.00003672934,0.00003591023,0.00006889805,0.0001765584,0.0002222152],"domain_scores_gemma":[0.9991915,0.00005152989,0.0001614614,0.00002310695,0.000343298,0.0002290583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000803432,0.00001817091,0.991309,0.00003375403,0.00004370484,0.00008618499,0.0008507817,0.00004428742,0.00004328627,0.00008840593,0.0006939425,0.006708107],"study_design_scores_gemma":[0.000004380491,0.00001718337,0.9964574,0.00004618065,0.00003157695,0.0001083828,0.002340665,0.00008325616,0.00002767141,0.00004185058,0.0008310191,0.00001037595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934917,0.001608958,0.00004814985,0.0003389111,0.0000132402,0.00001750319,0.002380585,0.000003638684,0.002097313],"genre_scores_gemma":[0.9968101,0.001150625,0.00007605434,0.00009198531,0.000006143273,0.00001043024,0.001403634,0.000002062187,0.0004489672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02201176,"threshold_uncertainty_score":0.06159443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02526747837720707,"score_gpt":0.2512610526993638,"score_spread":0.2259935743221567,"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."}}