{"id":"W4415460412","doi":"10.61919/zpthbt23","title":"Determinants of Post-Stroke Cognitive Impairment in a Hospital-Based Sialkot Cohort","year":2025,"lang":"","type":"article","venue":"Link Medical Journal","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Stroke (engine); Cognition; Rehabilitation; Cognitive impairment; Activities of daily living; Barthel index; Functional Independence Measure; Cohort","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":[0.0002763855,0.000335958,0.0003250988,0.0005660998,0.0006639131,0.0005444646,0.0003095123,0.0003383107,0.001505332],"category_scores_gemma":[0.0006357875,0.000380801,0.0003505355,0.0008215948,0.0003602071,0.0003758024,0.0005619446,0.0004234401,0.000328872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005722452,"about_ca_system_score_gemma":0.0009897697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03955694,"about_ca_topic_score_gemma":0.03347881,"domain_scores_codex":[0.9998342,0.00001864436,0.00001485761,0.00004389909,0.00002996014,0.00005844167],"domain_scores_gemma":[0.9997136,0.0000243691,0.00008654109,0.00002289527,0.00005033154,0.0001023289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006121668,0.00002540874,0.9990155,0.000005175041,0.00001455361,0.000164854,0.0001916996,0.00001418738,0.0001656776,0.000009066358,0.00006422407,0.0002684968],"study_design_scores_gemma":[0.000007172572,0.00006352356,0.9989249,0.000004585751,0.00001045813,0.0002359955,0.0005895919,0.00005475185,0.00001773579,0.000009038869,0.00007970595,0.000002571215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996036,0.00002274631,0.000009376349,0.00001676192,0.000002432879,0.00000686601,0.000209226,5.319684e-7,0.0001285899],"genre_scores_gemma":[0.9992818,0.00006136735,0.00001968753,0.00001758147,0.000003554203,0.0000133663,0.0004774183,8.549175e-7,0.0001243477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03955694,"threshold_uncertainty_score":0.07865334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005365905940036875,"score_gpt":0.2829126065235542,"score_spread":0.2775467005835173,"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."}}