{"id":"W3015774024","doi":"10.1161/strokeaha.119.028402","title":"Improving Clinical Detection of Acute Lacunar Stroke","year":2020,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority","funders":"Medical Research Council; British Heart Foundation","keywords":"Medicine; Lacunar stroke; Stroke (engine); Acute stroke; Intensive care medicine; Internal medicine; Ischemic stroke; Ischemia; Tissue plasminogen activator","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":[0.002543347,0.0006777362,0.0008590189,0.001433295,0.0002105895,0.0008350979,0.0005026102,0.0006519954,0.001534891],"category_scores_gemma":[0.01304907,0.0002089478,0.0003159965,0.0007365078,0.0002956201,0.0006445358,0.0005857015,0.0005473528,0.0006253401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084508,"about_ca_system_score_gemma":0.000475251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001375694,"about_ca_topic_score_gemma":0.00174676,"domain_scores_codex":[0.9981659,0.0009864074,0.0002092102,0.0002604272,0.0002439616,0.0001342054],"domain_scores_gemma":[0.9945444,0.002463794,0.001519817,0.000215996,0.0008675714,0.0003883958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004945922,0.0002096871,0.9705759,0.0001143775,0.00005209153,0.00005406448,0.00003138378,0.0002181279,0.0004050658,0.0000336365,0.0009307115,0.02688041],"study_design_scores_gemma":[0.00007851045,0.0007992249,0.9938775,0.00006934174,0.000116446,0.0007932587,0.00007235529,0.002284354,0.0007611603,0.0001660284,0.0009638893,0.00001793062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846364,0.005769298,0.003153696,0.001298686,0.0000981312,0.000178544,0.001134147,0.0002076911,0.003523451],"genre_scores_gemma":[0.99551,0.000824339,0.002071767,0.0002299707,0.000168668,0.00004569374,0.0008615407,0.00000841295,0.0002797397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002543347,"threshold_uncertainty_score":0.01345068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698982375348461,"score_gpt":0.3045770652540872,"score_spread":0.2775872415006026,"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."}}