{"id":"W4319071709","doi":"10.1002/brb3.2890","title":"Effects of predictive nursing intervention on cognitive impairment and neurological function in ischemic stroke patients","year":2023,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Stroke (engine); Intervention (counseling); Nursing care; Randomized controlled trial; Physical therapy; Cognition; Nursing; Internal medicine; Cognitive impairment; Psychiatry","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":[0.0007489842,0.0005708283,0.001254725,0.0003903277,0.0004004927,0.0003735698,0.0003298617,0.0006610784,0.001665789],"category_scores_gemma":[0.001884799,0.0001796979,0.001007532,0.0003142935,0.0003187201,0.0002388248,0.0003054424,0.0008633548,0.0001020321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912643,"about_ca_system_score_gemma":0.0009286033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009081911,"about_ca_topic_score_gemma":0.0009493279,"domain_scores_codex":[0.9995676,0.0001880312,0.00005485175,0.00005799453,0.00005971866,0.00007190309],"domain_scores_gemma":[0.9994785,0.0001717311,0.0001107193,0.00002449869,0.00004671211,0.0001678315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5788283,0.1093753,0.03140858,0.003926207,0.002805626,0.0001993999,0.0002980656,0.001014017,0.002548234,0.0002151835,0.001468358,0.2679128],"study_design_scores_gemma":[0.3360759,0.4873877,0.1624381,0.0008190328,0.005497918,0.0002123467,0.0002302765,0.003000415,0.001962327,0.0005367444,0.001768845,0.00007037717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993153,0.004645946,0.0002157744,0.0001509089,0.0001410256,0.0006933142,0.00006425609,0.00001788347,0.0009180652],"genre_scores_gemma":[0.9958502,0.001656111,0.0007456371,0.0002203015,0.0001140006,0.001052423,0.0001024968,0.00000157636,0.0002572956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001665789,"threshold_uncertainty_score":0.005572677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00974157597093153,"score_gpt":0.2730623006483689,"score_spread":0.2633207246774374,"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."}}