{"id":"W4321227882","doi":"10.1186/s12883-023-03120-x","title":"Transient cognitive impairment in the acute phase of stroke – prevalence, risk factors and influence on long-term prognosis in population of patients with stroke (research study – part of the PROPOLIS study)","year":2023,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Dementia; Delirium; Neurology; Cognition; Population; Pediatrics; Neurosurgery; Risk factor; Montreal Cognitive Assessment; Physical therapy; Internal medicine; Surgery; Intensive care medicine; Psychiatry; Disease","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":[0.00101033,0.0004630406,0.0005498137,0.0007387667,0.0004249026,0.0006364841,0.0003693003,0.0005792803,0.001049224],"category_scores_gemma":[0.001389896,0.0003538051,0.0006714615,0.0009086684,0.0003046563,0.0004598616,0.0004257437,0.0006841948,0.0002354185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002246831,"about_ca_system_score_gemma":0.0002780235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003344564,"about_ca_topic_score_gemma":0.003092624,"domain_scores_codex":[0.9996343,0.0001196209,0.00004311559,0.0000655406,0.00007369448,0.00006380214],"domain_scores_gemma":[0.9990933,0.0001085212,0.0004205348,0.00006328518,0.00009785661,0.000216422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007399461,0.0002321787,0.9974377,0.00002346152,0.000210013,0.0001165869,0.00006185126,0.00002789426,0.0001610703,0.000009929232,0.00009397092,0.0008854172],"study_design_scores_gemma":[0.00005746493,0.0005360965,0.9988716,0.000006182519,0.00006170852,0.0002154747,0.00007742065,0.00007894191,0.00001675265,0.00001369496,0.00006110493,0.00000353819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993318,0.0002703857,0.00002402532,0.00002235476,0.000005216709,0.00001285404,0.0001974966,0.000001599984,0.0001341737],"genre_scores_gemma":[0.9990803,0.0001863539,0.00004736806,0.00001919994,0.00001840124,0.00001373228,0.0005104634,9.68602e-7,0.0001232037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003344564,"threshold_uncertainty_score":0.006650209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04025139174641095,"score_gpt":0.3508874573023185,"score_spread":0.3106360655559075,"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."}}