{"id":"W2017648852","doi":"10.1001/jama.2009.1673","title":"Does This Patient With Palpitations Have a Cardiac Arrhythmia?","year":2009,"lang":"en","type":"review","venue":"JAMA","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Palpitations; Medicine; Cardiac arrhythmia; Internal medicine; Cardiology; Confidence interval; Medical history; Physical examination; Atrial 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":[0.003679122,0.0003414636,0.001731937,0.001948377,0.0004348806,0.001285329,0.0006617766,0.003230158,0.002242413],"category_scores_gemma":[0.03921297,0.0003061608,0.001041287,0.003096336,0.0008472193,0.002334293,0.0003936409,0.001106311,0.000513217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008083343,"about_ca_system_score_gemma":0.001500314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865917,"about_ca_topic_score_gemma":0.003084067,"domain_scores_codex":[0.9968665,0.001128578,0.001088824,0.0003061097,0.0005193042,0.00009067262],"domain_scores_gemma":[0.973181,0.01799268,0.007290043,0.00023711,0.001051206,0.0002479111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002140658,0.0001262481,0.2868203,0.3068175,0.004378253,0.04394981,0.005354958,0.0004211378,0.001453092,0.002725952,0.03333415,0.312478],"study_design_scores_gemma":[0.001100304,0.0009619145,0.3245937,0.3349532,0.01141781,0.2187635,0.01370955,0.0005868144,0.001134222,0.00845475,0.08408583,0.000238442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05662287,0.9013283,0.001220239,0.03260506,0.001780183,0.0002308489,0.001146082,0.00002204508,0.005044501],"genre_scores_gemma":[0.4567756,0.5075296,0.002678605,0.02645568,0.004988909,0.0003004918,0.0007540437,0.00001410199,0.000502927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003679122,"threshold_uncertainty_score":0.01945734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314804164557868,"score_gpt":0.2688627765802889,"score_spread":0.2557147349347102,"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."}}