{"id":"W4362635925","doi":"10.1212/wnl.0000000000207249","title":"Sleep Patterns and the Risk of Acute Stroke","year":2023,"lang":"en","type":"article","venue":"Neurology","topic":"Sleep and related disorders","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Stroke (engine); Internal medicine; Modified Rankin Scale; Sleep (system call); Sleep disorder; Physical therapy; Marital status; Intracerebral hemorrhage; Pediatrics; Subarachnoid hemorrhage; Population; Ischemic stroke; Insomnia; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002860613,0.0001711887,0.0001177763,0.0004678002,0.0001899976,0.0003954445,0.0001772626,0.0002832823,0.001508131],"category_scores_gemma":[0.001353486,0.0001227348,0.0003160299,0.000655283,0.0001543052,0.0001555711,0.0002493623,0.0002650486,0.0001459153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514995,"about_ca_system_score_gemma":0.0002091418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00965774,"about_ca_topic_score_gemma":0.009748741,"domain_scores_codex":[0.9998558,0.00004399589,0.00002456423,0.00002445373,0.00002191169,0.00002927844],"domain_scores_gemma":[0.9991189,0.00008128201,0.0005399443,0.00003593861,0.0000760098,0.0001479744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002067415,0.00003375943,0.9952494,0.00002453415,0.0001493197,0.00004966164,0.0000340343,0.00008197111,0.0001646739,0.00002607528,0.0001505141,0.003829292],"study_design_scores_gemma":[0.000004797661,0.00004748485,0.9995598,0.000006895869,0.00002131297,0.00008498165,0.00002506166,0.0001150377,0.00001787421,0.00003406375,0.00008155048,0.000001265949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996678,0.001810745,0.0001112604,0.0001361011,0.00001219416,0.00001050669,0.000468967,0.000007941491,0.0007641659],"genre_scores_gemma":[0.999143,0.0003770736,0.000053652,0.00002620666,0.00001114975,0.000003724873,0.0002519022,0.000001313448,0.0001319211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00965774,"threshold_uncertainty_score":0.01920307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008203661848828283,"score_gpt":0.2581944879705169,"score_spread":0.2499908261216886,"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."}}