{"id":"W4384665820","doi":"10.1007/s41105-023-00477-x","title":"Insomnia complaints correlated with higher risk of cognitive impairment in older adults following stroke: a National Representative Comparison Study","year":2023,"lang":"en","type":"article","venue":"Sleep and Biological Rhythms","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Health and Welfare Data Science Center; Ministry of Science and Technology, Taiwan","keywords":"Insomnia; Stroke (engine); Odds ratio; Cognition; Medicine; Montreal Cognitive Assessment; Logistic regression; Confounding; Physical therapy; Psychology; Psychiatry; Cognitive impairment; Internal medicine","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":[0.0007046208,0.0004241412,0.0007807572,0.0011051,0.0008461649,0.0008254113,0.0004464086,0.0007918914,0.001155817],"category_scores_gemma":[0.001568689,0.0005061445,0.0008920255,0.001296015,0.0003210399,0.0006082849,0.0006184911,0.0006244631,0.0002286074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003402812,"about_ca_system_score_gemma":0.0003364204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386177,"about_ca_topic_score_gemma":0.01725945,"domain_scores_codex":[0.9995404,0.0001175151,0.00007523872,0.0001112951,0.00006641669,0.0000892683],"domain_scores_gemma":[0.9991929,0.00009792051,0.0002906515,0.00007542288,0.0001261064,0.0002170113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003667569,0.0001940546,0.9984202,0.000008783629,0.0001975794,0.00006865124,0.0001276515,0.00001042947,0.00016135,0.000005655517,0.0000432255,0.0003956571],"study_design_scores_gemma":[0.00001116901,0.0001351172,0.9994857,0.000001353595,0.00003850399,0.00006393639,0.0001938298,0.00003189534,0.000009766225,0.000003877785,0.00002278307,0.000002052617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996541,0.00006546013,0.00002357554,0.00000699399,0.000004214592,0.000007858621,0.00009808191,9.055034e-7,0.0001388411],"genre_scores_gemma":[0.9994327,0.00005950954,0.00003219481,0.0000235571,0.00001127839,0.00001101014,0.0002606704,0.000001048217,0.000168014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386177,"threshold_uncertainty_score":0.0275622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546973958718237,"score_gpt":0.3266069913667027,"score_spread":0.3011372517795203,"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."}}