{"id":"W4311024766","doi":"10.1002/brb3.2837","title":"Factors associated with cognitive impairment at 3, 6, and 12 months after the first stroke among Lebanese survivors","year":2022,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Hospital Anxiety and Depression Scale; Medicine; Anxiety; Depression (economics); Cognition; Modified Rankin Scale; Quality of life (healthcare); Univariate analysis; Montreal Cognitive Assessment; Physical therapy; Cognitive impairment; Internal medicine; Psychiatry; Multivariate analysis; 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":[0.0004519762,0.0003374371,0.0002928243,0.000849607,0.0004606175,0.000562913,0.0002370096,0.0003227579,0.001268297],"category_scores_gemma":[0.0009499816,0.0001334764,0.0003716137,0.0007547037,0.0001601283,0.000273537,0.0002738337,0.0003546988,0.0001844577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003375434,"about_ca_system_score_gemma":0.000508823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008935286,"about_ca_topic_score_gemma":0.01208616,"domain_scores_codex":[0.9997904,0.00004099368,0.00002218435,0.00003038485,0.00004340363,0.00007270189],"domain_scores_gemma":[0.999378,0.0000392505,0.000350892,0.00001991388,0.0000918608,0.0001201364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003506071,0.00002388465,0.9992356,0.000003399638,0.00001447307,0.00003934451,0.00002952619,0.00001152595,0.00005238658,0.000002396664,0.00003105558,0.0005211997],"study_design_scores_gemma":[0.000001775708,0.00005234202,0.9996386,0.000003617967,0.000007982754,0.00007165805,0.0001103972,0.00004069898,0.00001603131,0.000005492629,0.00004991863,0.000001555485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993337,0.0002100247,0.00001759526,0.00004050523,0.000003978774,0.000005432253,0.0002000626,0.000001538613,0.0001872075],"genre_scores_gemma":[0.9994708,0.00008295207,0.00002318379,0.00001924362,0.00001091923,0.000006270649,0.0002532748,5.602331e-7,0.0001328799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008935286,"threshold_uncertainty_score":0.01776654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121626963782938,"score_gpt":0.2719895305924034,"score_spread":0.250773260954574,"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."}}