{"id":"W4416612038","doi":"10.1016/j.cccb.2025.100521","title":"Prevalence of anxiety and depression following small subcortical ischemic stroke and their association with MRI-defined brain damage: The DHU-LAC cohort study","year":2025,"lang":"en","type":"article","venue":"Cerebral Circulation - Cognition and Behavior","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"St Joseph Hospital; Assistance Publique - Hôpitaux de Paris","keywords":"Anxiety; Depression (economics); Cohort study; Stroke (engine); Cohort; Association (psychology); Minor 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":[0.001447409,0.0006278253,0.0008130908,0.00110348,0.000784651,0.001398301,0.0007306541,0.0008881925,0.001491688],"category_scores_gemma":[0.002473221,0.0004880239,0.001046895,0.001420607,0.0003833671,0.0007869003,0.0007734357,0.0007704312,0.0003461548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009034189,"about_ca_system_score_gemma":0.0005753817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04054292,"about_ca_topic_score_gemma":0.0360305,"domain_scores_codex":[0.9991807,0.000236073,0.00006931293,0.0002093197,0.0001148822,0.0001897396],"domain_scores_gemma":[0.9987236,0.0001484581,0.0003397543,0.0001790188,0.0002086847,0.0004004416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004513411,0.00006705429,0.9977676,0.00001373431,0.0002016132,0.0001548194,0.000124727,0.00002913327,0.0001185362,0.0000129438,0.0002302919,0.0008282185],"study_design_scores_gemma":[0.00003647795,0.0001425046,0.9990849,0.000007198948,0.00005809525,0.000228099,0.0001649734,0.00008381656,0.00001595406,0.0000113591,0.0001566289,0.00000999678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979139,0.0004064989,0.00006974563,0.0000529705,0.000007730692,0.00002723961,0.00125574,0.000005882328,0.0002602346],"genre_scores_gemma":[0.9982135,0.000222144,0.00005838663,0.00004682741,0.00002116827,0.00002670704,0.001235248,0.000003510201,0.0001725623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04054292,"threshold_uncertainty_score":0.08061391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265574060522556,"score_gpt":0.2665976143321611,"score_spread":0.2539418737269356,"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."}}