{"id":"W3005731080","doi":"10.1161/strokeaha.119.028796","title":"Embolic Stroke of Undetermined Source and Sleep Disorders","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Stroke (engine); Embolic stroke; Sleep (system call); Ischemic stroke; Cardiology; Ischemia","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003521176,0.0001899754,0.0003419335,0.0008085789,0.0003008517,0.0004112512,0.0001604909,0.0002402577,0.002735742],"category_scores_gemma":[0.002387927,0.00009686883,0.0002062415,0.0006529839,0.0002860964,0.0002635668,0.0002336927,0.0002555236,0.0001408464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002014,"about_ca_system_score_gemma":0.0004538787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009548832,"about_ca_topic_score_gemma":0.001894234,"domain_scores_codex":[0.9996673,0.00009428478,0.00007259906,0.00004342523,0.00007296165,0.00004955719],"domain_scores_gemma":[0.9980484,0.0005538001,0.001043746,0.00004574839,0.0001109477,0.0001972759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002444821,0.00006887527,0.9928934,0.00005157556,0.0000743038,0.0005138406,0.00005212621,0.00003273496,0.0003267085,0.00008689761,0.00006011758,0.00559486],"study_design_scores_gemma":[0.00001149241,0.000192722,0.9966283,0.0000195217,0.00004125116,0.002460119,0.00005682869,0.0001728983,0.0001314532,0.0001167105,0.0001662504,0.000002554126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952527,0.002556926,0.0002277593,0.0001219695,0.00001615922,0.0000235508,0.00009136086,0.000003208428,0.001706299],"genre_scores_gemma":[0.999141,0.0004528553,0.0001107742,0.00002374406,0.00004463459,0.000005448876,0.00007480864,4.210547e-7,0.0001462237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002735742,"threshold_uncertainty_score":0.009151936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011376987915698,"score_gpt":0.2370823882137439,"score_spread":0.2257054002980459,"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."}}