{"id":"W3201012388","doi":"10.36425/rehab77964","title":"Diagnostic of psychoemotional and cognitive impairments in acute ischemic stroke","year":2021,"lang":"en","type":"article","venue":"Physical and rehabilitation medicine medical rehabilitation","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Somatization; Coping (psychology); Anxiety; Cognition; Rehabilitation; Distress; Medicine; Stroke (engine); Lateralization of brain function; Clinical psychology; Montreal Cognitive Assessment; Mental health; Psychology; Physical therapy; Physical medicine and rehabilitation; Psychiatry; Audiology; Cognitive impairment","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":[0.0004965956,0.0003840158,0.0003548508,0.001605749,0.0004945186,0.0002782418,0.0003551786,0.000376995,0.002192483],"category_scores_gemma":[0.001433149,0.0001149532,0.0002144487,0.0006435473,0.0003113766,0.0002495649,0.0004553506,0.0003585028,0.0003643204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099514,"about_ca_system_score_gemma":0.0006437111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949624,"about_ca_topic_score_gemma":0.003464364,"domain_scores_codex":[0.9996711,0.00007060338,0.00005607891,0.0000268284,0.00008147957,0.00009387251],"domain_scores_gemma":[0.9994887,0.00006856797,0.0001883726,0.00001269098,0.00007965441,0.00016192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002552806,0.0003240965,0.9894961,0.000105745,0.00002296299,0.001027924,0.0004653626,0.00007898675,0.0007394754,0.00007004248,0.0006442132,0.00676992],"study_design_scores_gemma":[0.00001628328,0.0003805674,0.9960652,0.00002504493,0.000008786818,0.002474367,0.00037493,0.0001001711,0.00008139374,0.00007656289,0.0003912906,0.000005328784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960729,0.0005648743,0.0001256004,0.0002194988,0.00002009348,0.0003647373,0.0004229973,0.000005893827,0.00220344],"genre_scores_gemma":[0.9976646,0.0004757834,0.0003913161,0.00009550589,0.00002904687,0.0001951719,0.0005681626,0.000001095048,0.0005793092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002192483,"threshold_uncertainty_score":0.00733465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019561029990746,"score_gpt":0.3079719087282452,"score_spread":0.2977762984283377,"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."}}