{"id":"W4414167895","doi":"10.1002/brb3.70801","title":"Depressive Symptoms Profiles and Cognitive Outcomes After Stroke","year":2025,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apathy; Anxiety; Depressive symptoms; Stroke (engine); Cognition; Depression (economics)","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":[0.0000439738,0.00009646143,0.0001867855,0.0001080218,0.00004261029,0.00002057204,0.00001451784,0.00007236884,0.00007757713],"category_scores_gemma":[0.0001517728,0.00006873572,0.00005601945,0.00004819091,0.0001308617,0.00004319776,0.00003108552,0.00008518896,0.000004052449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009053412,"about_ca_system_score_gemma":0.00003240364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007361909,"about_ca_topic_score_gemma":0.000004559246,"domain_scores_codex":[0.9994861,0.00002356235,0.00011648,0.0001860173,0.00007969921,0.0001080873],"domain_scores_gemma":[0.9995152,0.0002721894,0.00002174391,0.00007039894,0.00005082519,0.00006966894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009499284,0.0001098174,0.9498749,0.00006431671,0.0000466086,0.00002009131,0.0001531372,2.909722e-9,0.00109426,0.00005971726,0.0002530846,0.04822905],"study_design_scores_gemma":[0.001719786,0.0001311275,0.9954474,0.0001632721,0.0003433162,0.00001506002,0.0004337479,0.000002242712,0.001099117,0.00001391897,0.0005598828,0.00007112486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960226,0.000993766,0.00002714073,0.001275298,0.0001287779,0.0005222866,0.00005264924,0.00002997351,0.0009474948],"genre_scores_gemma":[0.9842582,0.00002436981,0.0001292697,0.001303265,0.00002246395,0.0002042361,0.000009869455,0.000006483739,0.01404184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04815793,"threshold_uncertainty_score":0.2802961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00838825613866189,"score_gpt":0.3008369098469262,"score_spread":0.2924486537082643,"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."}}