{"id":"W3133491835","doi":"10.4414/smw.2021.20421","title":"The SilenT AtRial FIBrillation (STAR-FIB) study programme – design and rationale","year":2021,"lang":"en","type":"article","venue":"Swiss Medical Weekly","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Schweizerische Herzstiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Atrial fibrillation; Medicine; Internal medicine; Atrial flutter; Cohort; Cardiology; Population; Prospective cohort study; Cohort study; Fibrillation","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":[0.02569864,0.00227477,0.002058379,0.001334095,0.001473742,0.00139346,0.003323341,0.003032794,0.007229032],"category_scores_gemma":[0.01744289,0.001647225,0.001315384,0.001568361,0.002235139,0.001466672,0.002328589,0.002187855,0.004045489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132961,"about_ca_system_score_gemma":0.004560552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793954,"about_ca_topic_score_gemma":0.001637703,"domain_scores_codex":[0.9813887,0.01419476,0.0008241201,0.001366279,0.001518316,0.0007079339],"domain_scores_gemma":[0.9954359,0.001279347,0.0005870094,0.0005976284,0.0009692153,0.001130863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2724765,0.02860667,0.4505671,0.01208042,0.002430492,0.004045217,0.003891149,0.004373388,0.005851294,0.02267564,0.05329528,0.1397069],"study_design_scores_gemma":[0.2597423,0.1540189,0.39791,0.005507037,0.003808806,0.005392529,0.001981134,0.009448013,0.003036192,0.0182094,0.1402908,0.0006548702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1656929,0.006645417,0.0236253,0.005244232,0.001524253,0.767885,0.01352626,0.0003110982,0.01554552],"genre_scores_gemma":[0.1691904,0.00229628,0.02968715,0.005206375,0.001365751,0.7816847,0.007012072,0.00006298419,0.003494273],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02569864,"threshold_uncertainty_score":0.1359091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08152697722732034,"score_gpt":0.3448511666462258,"score_spread":0.2633241894189055,"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."}}