{"id":"W2563498899","doi":"10.1136/openhrt-2016-000515","title":"High prevalence of modifiable stroke risk factors identified in a pharmacy-based screening programme","year":2016,"lang":"en","type":"article","venue":"Open Heart","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Population Health Research Institute; McMaster University; University of Calgary; University of Alberta","funders":"Servier; Heart and Stroke Foundation of Canada; Pfizer; Daiichi-Sankyo; Bristol-Myers Squibb","keywords":"Pharmacy; Stroke (engine); Medicine; Environmental health; Stroke risk; Family medicine; Internal medicine; Ischemic stroke; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005103948,0.0001030251,0.0002985425,0.000120283,0.00004085973,0.00003488489,0.0001438432,0.00002971189,0.0007869397],"category_scores_gemma":[0.0002064608,0.00006848964,0.0000887654,0.000173993,0.00003837534,0.0002512573,0.0001025091,0.00005999057,0.000032176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003039796,"about_ca_system_score_gemma":0.00005701847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690142,"about_ca_topic_score_gemma":0.00002240821,"domain_scores_codex":[0.9989206,0.00007488045,0.0003173114,0.0002201636,0.0002436617,0.0002233366],"domain_scores_gemma":[0.9993246,0.0001727237,0.0001245271,0.0002471237,0.00004987678,0.00008120085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003609684,0.00001906832,0.9875107,0.0001001555,0.00002967298,0.000002297904,0.00002765835,0.0001173076,0.006920125,0.00008858832,0.0003523611,0.004471133],"study_design_scores_gemma":[0.009288885,0.0001839691,0.9235681,0.0004805748,0.0001524113,6.255605e-7,0.0000700031,0.001412146,0.04606212,0.0000967527,0.01850081,0.000183632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951765,0.00003539722,0.00132341,0.001548938,0.0001095944,0.001304812,0.00003487592,0.00003019549,0.0004363078],"genre_scores_gemma":[0.9864744,0.0000245444,0.004396608,0.00004349994,0.0000653759,0.000009998579,0.000008532764,0.00001344578,0.00896357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06394259,"threshold_uncertainty_score":0.8616438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1457471321244001,"score_gpt":0.3837642226622953,"score_spread":0.2380170905378952,"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."}}