{"id":"W4210471871","doi":"10.1161/str.53.suppl_1.wp66","title":"Abstract WP66: Acute Stroke Screening For Cognitive Disorders And Depression","year":2022,"lang":"en","type":"article","venue":"Stroke","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Delirium; Stroke (engine); Rehabilitation; Cognition; Aphasia; Neglect; Depression (economics); Psychiatry; Cognitive rehabilitation therapy; Physical therapy; Physical medicine and rehabilitation; 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":[0.001582915,0.0006904007,0.0006983585,0.002573611,0.0009410981,0.0007038433,0.0007050107,0.0005379884,0.0080559],"category_scores_gemma":[0.003806086,0.0002382433,0.0004417039,0.002061,0.0002369267,0.0005379887,0.001520857,0.0007533855,0.003945319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006137547,"about_ca_system_score_gemma":0.002357777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01544795,"about_ca_topic_score_gemma":0.01879268,"domain_scores_codex":[0.9991059,0.0001985303,0.0002182664,0.00008569635,0.0002511854,0.0001403484],"domain_scores_gemma":[0.9978058,0.0001736293,0.000446101,0.00007332616,0.000891388,0.0006097936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003636492,0.001227493,0.7661253,0.0007595352,0.0001718442,0.0005947911,0.0004832094,0.0002401739,0.001275473,0.0002973217,0.1232982,0.1051629],"study_design_scores_gemma":[0.00006873812,0.0002093957,0.9919023,0.000136059,0.00001957064,0.0001945344,0.0001380863,0.0001122627,0.0001423901,0.0001056896,0.006960495,0.00001045778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6739373,0.003981349,0.004439952,0.01211695,0.0009171845,0.03070991,0.1418577,0.001113424,0.1309264],"genre_scores_gemma":[0.8309757,0.004574384,0.00795355,0.005045087,0.0007657218,0.01934301,0.1018507,0.00009892275,0.02939292],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01544795,"threshold_uncertainty_score":0.03071606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612723705876693,"score_gpt":0.3014993228304112,"score_spread":0.2853720857716442,"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."}}