{"id":"W3046472005","doi":"10.1161/str.51.suppl_1.tmp95","title":"Abstract TMP95: Structured Screening for Post-Stroke Cognitive Impairment in the Outpatient Stroke Clinic","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Montreal Cognitive Assessment; Logistic regression; Neurocognitive; Univariate analysis; Modified Rankin Scale; Outpatient clinic; Physical therapy; Internal medicine; Neuropsychology; Pediatrics; Cognition; Multivariate analysis; Cognitive impairment; Ischemic stroke; 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":[0.0009320927,0.000405091,0.0004746977,0.001174307,0.000334816,0.0005506366,0.0007975576,0.00032029,0.004549527],"category_scores_gemma":[0.003228396,0.0001673301,0.000347991,0.000908884,0.0001937936,0.0003182416,0.0006485951,0.0003704706,0.001288805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006084411,"about_ca_system_score_gemma":0.0009021389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006903217,"about_ca_topic_score_gemma":0.008000803,"domain_scores_codex":[0.9991541,0.0002569425,0.0001865701,0.0001150791,0.000187698,0.00009963915],"domain_scores_gemma":[0.998414,0.0001818773,0.0006882456,0.00005257599,0.0002227005,0.0004404956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001777572,0.001004593,0.9260035,0.0002765656,0.0001384198,0.0007680187,0.0004271261,0.0005472625,0.001248507,0.00008823303,0.01709642,0.05062391],"study_design_scores_gemma":[0.0002095463,0.001125464,0.9955298,0.00005654943,0.00002217766,0.0006913826,0.0001512535,0.0007545359,0.0001990863,0.00006154672,0.001185217,0.00001338131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833862,0.0003194709,0.000806738,0.0004321517,0.00005998976,0.001710403,0.006995425,0.0002031501,0.006086397],"genre_scores_gemma":[0.989816,0.0002473913,0.001748627,0.0002849143,0.00007252926,0.001642153,0.004768797,0.00001086712,0.001408775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006903217,"threshold_uncertainty_score":0.01521969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429396321450594,"score_gpt":0.3480542229774759,"score_spread":0.3037602597629699,"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."}}