{"id":"W2951652321","doi":"10.1016/s1474-4422(19)30198-x","title":"The pathway towards an effective reduction of stroke burden worldwide: teamwork","year":2019,"lang":"en","type":"letter","venue":"The Lancet Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; St. Michael's Hospital; University of Toronto","funders":"Heart and Stroke Foundation of Canada; Roche","keywords":"Latin Americans; Scopus; Stroke (engine); Medicine; Excellence; Family medicine; MEDLINE; Political science","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007071048,0.0003607161,0.0009512652,0.0001105383,0.000107057,0.00002042968,0.0008374875,0.0005245788,0.00005519787],"category_scores_gemma":[0.0001921292,0.0001985261,0.0002015087,0.0001649468,0.0004284838,0.00003537934,0.0003082574,0.003149666,0.00009001006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005390333,"about_ca_system_score_gemma":0.00008281082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008895918,"about_ca_topic_score_gemma":0.000003888573,"domain_scores_codex":[0.9972937,0.0006754068,0.0003846136,0.0005561583,0.0004653863,0.000624732],"domain_scores_gemma":[0.9968138,0.000648016,0.0004430862,0.001956682,0.0001063413,0.00003203704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008748563,0.0000161383,0.0001888661,0.0001349392,0.0003670907,0.0001236824,0.0002007159,0.00001959751,0.001793551,0.00004978787,0.9757732,0.02045757],"study_design_scores_gemma":[0.0009909876,0.00108497,0.003060057,0.00004229769,0.0003353599,0.000243018,0.00003363635,0.00005535705,0.0009672098,0.0001064267,0.9929304,0.0001503075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04509286,0.0004574592,0.00002982895,0.9227741,0.00269276,0.001963566,0.00006466496,0.0001144562,0.02681034],"genre_scores_gemma":[0.1005633,0.0005436906,0.0001243579,0.812526,0.04383927,0.0004184704,0.0002768742,0.0002070735,0.04150091],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.110248,"threshold_uncertainty_score":0.9991501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162246777498642,"score_gpt":0.2653616942023841,"score_spread":0.24913701645252,"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."}}