{"id":"W3132327194","doi":"10.1212/wnl.0000000000011748","title":"Association of Depression and Anxiety With Cognitive Impairment 6 Months After Stroke","year":2021,"lang":"en","type":"article","venue":"Neurology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Anxiety; Association (psychology); Cognitive impairment; Stroke (engine); Cognition; Clinical psychology; Psychology; Medicine; Psychiatry; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.00005350442,0.00004785014,0.0001369145,0.000032026,0.00001163031,0.000002084701,0.000006907672,0.00007644813,0.00009319047],"category_scores_gemma":[0.0001009354,0.00003541797,0.00003248467,0.00004266321,0.0000297079,0.00002097554,0.00001577255,0.0000978544,0.000002103182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001005485,"about_ca_system_score_gemma":0.00003850339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007393895,"about_ca_topic_score_gemma":0.00002611897,"domain_scores_codex":[0.9995121,0.00006889214,0.0000907549,0.0001423641,0.0001034256,0.0000825099],"domain_scores_gemma":[0.9995493,0.0001772808,0.00005279379,0.00005937247,0.0001232602,0.00003799589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001534272,0.00009599638,0.9928316,0.00002911145,0.00005151869,0.00002719274,0.0001438286,0.000001196527,0.00298467,0.000001917934,0.00009480961,0.002203821],"study_design_scores_gemma":[0.001764405,0.001204695,0.9917762,0.00002037198,0.00008476525,0.00006711953,0.00004848897,0.00003721792,0.004002778,0.00000671765,0.0009590334,0.00002818149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972139,0.0002510768,0.00003489031,0.00142686,0.00007875088,0.0001369093,0.0000132773,0.000009366264,0.0008349602],"genre_scores_gemma":[0.9981948,0.0001424885,0.0001300637,0.001035067,0.00002882677,0.00001660236,0.000006679912,0.000005387556,0.0004401102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00217564,"threshold_uncertainty_score":0.1444303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003858275247221633,"score_gpt":0.2326525843060748,"score_spread":0.2287943090588532,"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."}}