{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004913496,0.0002493671,0.0003082358,0.0006596413,0.0002450695,0.0004753846,0.000193835,0.0002301433,0.0007862407],"category_scores_gemma":[0.001769144,0.0001030628,0.0003021522,0.0005625294,0.0001914333,0.000202839,0.0003652403,0.0002598295,0.000136399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258895,"about_ca_system_score_gemma":0.000191533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192134,"about_ca_topic_score_gemma":0.002547744,"domain_scores_codex":[0.9997484,0.00006284346,0.00004117933,0.00004597041,0.00005370034,0.00004778426],"domain_scores_gemma":[0.9988487,0.0001211085,0.0006797519,0.00003405961,0.000114597,0.0002018403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002361568,0.00002611293,0.9978124,0.00001360345,0.00009143664,0.0000511316,0.00003381662,0.00006606681,0.0001233074,0.00000783976,0.00004849615,0.001489544],"study_design_scores_gemma":[0.000004762829,0.00005809911,0.9996687,0.000004354367,0.00001763329,0.0001073483,0.00001994214,0.00005345678,0.00002750135,0.0000160492,0.00002068397,0.000001458841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999335,0.0002537297,0.00003201745,0.0000245037,0.000002204956,0.000006789464,0.0001593318,0.000002027761,0.0001842927],"genre_scores_gemma":[0.9996836,0.0000702885,0.00002343063,0.000006195906,0.000005270431,0.000002438467,0.0001759311,3.229192e-7,0.00003256534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002192134,"threshold_uncertainty_score":0.004358768,"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."}}