{"id":"W3112660435","doi":"10.1136/heartjnl-2019-316515","title":"Variations in knowledge, awareness and treatment of hypertension and stroke risk by country income level","year":2020,"lang":"en","type":"article","venue":"Heart","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet; Canadian Stroke Network; Västra Götalandsregionen; Heart and Stroke Foundation of Canada; Pfizer","keywords":"Medicine; Stroke (engine); Stroke risk; Environmental health; Internal medicine; Ischemic stroke","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004783307,0.0000816692,0.000237714,0.00004206747,0.00002758166,0.00000423184,0.00001464439,0.00004097487,0.00001246743],"category_scores_gemma":[0.0000461997,0.00006790543,0.00001555923,0.0000906521,0.0000344921,0.00002586878,0.0000371918,0.00004713092,0.000004278942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003786301,"about_ca_system_score_gemma":0.0000331874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003310836,"about_ca_topic_score_gemma":0.00002665343,"domain_scores_codex":[0.9994965,0.00002071096,0.0001461934,0.0001652727,0.00008093892,0.00009042785],"domain_scores_gemma":[0.9996973,0.00006187467,0.00003127816,0.0001021966,0.00002716573,0.00008019518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009937461,0.0002543132,0.9625007,0.000096863,0.00007174693,0.00001192315,0.0006940782,0.000001529262,0.01797715,0.00002652787,0.01466457,0.00360124],"study_design_scores_gemma":[0.004419012,0.0005922021,0.8842627,0.00007236622,0.0001940759,0.00002235066,0.0002833995,0.004230465,0.003150691,0.000004616356,0.1026626,0.0001054397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957958,0.001129056,0.0002711286,0.001657935,0.00002966084,0.0002551628,0.000113411,0.00001530914,0.0007324892],"genre_scores_gemma":[0.9975505,0.0005608082,0.001209732,0.0002193303,0.00003856815,0.00001243896,0.00002394579,0.000008854124,0.0003757651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08799806,"threshold_uncertainty_score":0.2769103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04680152670477131,"score_gpt":0.2802109482402554,"score_spread":0.2334094215354841,"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."}}