{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05800458,0.003566633,0.004050495,0.002923782,0.003967194,0.00317563,0.004737009,0.004831482,0.01237358],"category_scores_gemma":[0.04455084,0.003517865,0.002684956,0.003190372,0.002718017,0.002631593,0.002814736,0.004823931,0.006345412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135041,"about_ca_system_score_gemma":0.007675605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003552557,"about_ca_topic_score_gemma":0.005802716,"domain_scores_codex":[0.9580786,0.02911283,0.003073628,0.003447688,0.004396793,0.001890507],"domain_scores_gemma":[0.9879459,0.003778584,0.00121174,0.001948896,0.00308547,0.002029391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3368355,0.04221092,0.2243626,0.02201285,0.0061049,0.007171532,0.01129571,0.006585366,0.007148752,0.07219149,0.09117837,0.1729021],"study_design_scores_gemma":[0.2486845,0.143818,0.1633256,0.01089662,0.00780977,0.002951467,0.00874251,0.01714589,0.004632049,0.04592955,0.3445068,0.00155722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.02453565,0.00216005,0.01149113,0.002662573,0.002020551,0.9445826,0.007744442,0.0001127677,0.00469016],"genre_scores_gemma":[0.02997985,0.0008583208,0.01435923,0.002496926,0.0004593476,0.9482919,0.002119646,0.00001966866,0.001415048],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05800458,"threshold_uncertainty_score":0.3067611,"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."}}