{"id":"W2140716209","doi":"10.1161/01.cir.0000051455.44919.73","title":"Asymptomatic or “Silent” Atrial Fibrillation","year":2003,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Procter and Gamble","keywords":"Medicine; Asymptomatic; Atrial fibrillation; Internal medicine; Cardiology; Supraventricular arrhythmia; Placebo; Atrial flutter; Hazard ratio; Anesthesia; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002025544,0.00009874461,0.0001796108,0.000122162,0.00008231177,0.00002773751,0.0000196056,0.00007305712,0.0008872535],"category_scores_gemma":[0.0004722497,0.00008048328,0.0001681227,0.0002800991,0.00001431635,0.0001539751,0.000006799184,0.00003796518,0.0002416283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007675788,"about_ca_system_score_gemma":0.00005247981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002725222,"about_ca_topic_score_gemma":0.000001233851,"domain_scores_codex":[0.99912,0.00005551555,0.0002782487,0.0001656525,0.0002493859,0.0001312009],"domain_scores_gemma":[0.9994987,0.00009550648,0.0001051372,0.0001821778,0.00005794787,0.00006056752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001343959,0.000001659578,0.9769036,0.00006213202,0.00007222029,0.000003481132,0.00009466682,0.002440337,0.0006833072,0.009063464,0.0002172717,0.01032345],"study_design_scores_gemma":[0.002440226,0.00005255019,0.945304,0.00004077154,0.0002244948,0.00002771776,0.00005623581,0.007883058,0.0002471941,0.001289925,0.04226841,0.0001654217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777913,0.0001708583,0.006860393,0.0006669498,0.0006736323,0.0008175065,9.322864e-7,0.0001958206,0.0128226],"genre_scores_gemma":[0.9964636,0.00001741066,0.001065467,0.000061811,0.001058038,5.883991e-7,0.00004818998,0.00001588485,0.001269004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04205114,"threshold_uncertainty_score":0.9714804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06722639701325873,"score_gpt":0.3325561154668326,"score_spread":0.2653297184535738,"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."}}