{"id":"W2888500718","doi":"10.1002/clc.23053","title":"Design and rationale of the atrial fibrillation occurring transiently with stress (AFOTS) follow‐up cohort study","year":2018,"lang":"en","type":"article","venue":"Clinical Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; Canadian Stroke Network; Heart and Stroke Foundation of Canada; Canadian Cardiovascular Society; McMaster University; Hamilton Health Sciences","keywords":"Medicine; Atrial fibrillation; Clinical endpoint; Cohort; Prospective cohort study; Stressor; Population; Retrospective cohort study; Cohort study; Internal medicine; Emergency medicine; Cardiac monitoring; Clinical trial; Intensive care medicine; Cardiology; Psychiatry","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":[0.001031794,0.00009389465,0.0005032026,0.00003669875,0.00008426597,0.000006546335,0.00005685438,0.00009007019,0.00002311061],"category_scores_gemma":[0.000461636,0.00005651893,0.0002059408,0.0001252356,0.0002909968,0.00003980094,0.00004498722,0.00008581163,0.000004852387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001063652,"about_ca_system_score_gemma":0.00005596802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005449615,"about_ca_topic_score_gemma":0.000007782114,"domain_scores_codex":[0.9985498,0.0004334456,0.000456059,0.0002568113,0.0001924591,0.0001114784],"domain_scores_gemma":[0.9986179,0.0007851288,0.0001488168,0.0002529443,0.0001480475,0.00004715057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001366873,0.000002253337,0.9956864,0.000008861137,0.0004084249,0.000002074424,0.0001018106,0.0005892721,0.00001815268,0.00006260968,0.00009656633,0.001656721],"study_design_scores_gemma":[0.004106402,0.001270505,0.9912231,0.00001480508,0.0006155252,0.000006672034,0.0001127756,0.0004244527,0.00001785668,0.00006179691,0.002082141,0.00006398577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911126,0.00005902354,0.005512417,0.0004173292,0.0007983839,0.001697915,0.000003692626,0.00001977448,0.000378841],"genre_scores_gemma":[0.9965856,0.00001848266,0.0003871399,0.00006270252,0.002756213,0.000001784512,0.000007559738,0.000008494862,0.0001719984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005473001,"threshold_uncertainty_score":0.2304775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1296098498693173,"score_gpt":0.3931095734368705,"score_spread":0.2634997235675532,"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."}}