{"id":"W3175385848","doi":"10.51253/pafmj.v71i3.2716","title":"ASSOCIATION OF AGE, GENDER, STROKE LOCATION, AND SOCIAL SUPPORT WITH DEPRESSION AND COGNITIVE IMPAIRMENT AFTER STROKE","year":2021,"lang":"en","type":"article","venue":"Pakistan Armed Forces Medical Journal","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Depression (economics); Stroke (engine); Cognition; Cognitive impairment; Beck Depression Inventory; Rehabilitation; Psychiatry; Pediatrics; Physical therapy; Anxiety","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":[0.0005357412,0.0001293395,0.000333119,0.0001048065,0.0001239796,0.00004162587,0.00003164055,0.0001644203,0.000677698],"category_scores_gemma":[0.0004545862,0.0000924034,0.00009956958,0.00009696258,0.0002024876,0.0001004866,0.00003480968,0.0003988024,0.000001608364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275205,"about_ca_system_score_gemma":0.0005589756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004317073,"about_ca_topic_score_gemma":0.00003080278,"domain_scores_codex":[0.9979076,0.0001371043,0.0004394696,0.0001989226,0.001056794,0.0002601336],"domain_scores_gemma":[0.9984434,0.0003358658,0.0002635006,0.00005182366,0.000520408,0.0003850109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001640696,0.0003700595,0.9680694,0.0004948149,0.0008986889,0.0005450785,0.005479826,4.245975e-7,0.000995426,0.00003507519,0.0007802595,0.02069023],"study_design_scores_gemma":[0.006918741,0.0006756656,0.9762357,0.000518185,0.0006095052,0.00105063,0.01144671,0.00005852842,0.001231582,0.00008225755,0.001025053,0.0001474435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923754,0.001266989,0.003568766,0.001328688,0.0001635523,0.0001861597,0.00003889052,0.00001278143,0.001058711],"genre_scores_gemma":[0.9964714,0.0006021922,0.0005135836,0.0005112226,0.0002393357,0.00001141708,0.00002926564,0.00001384339,0.001607733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02054278,"threshold_uncertainty_score":0.7420318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00934755401487408,"score_gpt":0.2960453669274254,"score_spread":0.2866978129125514,"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."}}