{"id":"W2170660038","doi":"10.1186/2193-1801-3-603","title":"Gastrointestinal comorbidities associated with atrial fibrillation","year":2014,"lang":"en","type":"article","venue":"SpringerPlus","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Janssen Scientific Affairs; American Heart Association","keywords":"Atrial fibrillation; Medicine; Internal medicine; Cardiology; Intensive care medicine","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":[0.0003896832,0.0001482109,0.0003418506,0.000793334,0.0004614099,0.0006566066,0.0002139793,0.0003188684,0.001125197],"category_scores_gemma":[0.002551934,0.0002028624,0.0004639883,0.001582631,0.0001483482,0.0004913014,0.000423111,0.0007104776,0.0001528587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393175,"about_ca_system_score_gemma":0.0004088522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00462856,"about_ca_topic_score_gemma":0.006450165,"domain_scores_codex":[0.9994307,0.0001088798,0.0001308198,0.00009690989,0.0001392881,0.00009339878],"domain_scores_gemma":[0.997684,0.0002616342,0.001606263,0.00007978418,0.0001298714,0.0002383834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005140856,0.00002213766,0.9988009,0.00001529248,0.00004278078,0.00007689319,0.00001921177,0.00003076113,0.00004885979,0.00001983788,0.0000811133,0.000790957],"study_design_scores_gemma":[0.00001018697,0.00007029194,0.9985939,0.00001670592,0.00002929447,0.0007188846,0.00005520125,0.0002124776,0.00001523948,0.00003318754,0.0002403337,0.000004236552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99607,0.001162895,0.0001672152,0.00008389381,0.00001364849,0.00002750939,0.001377466,0.000004813545,0.001092593],"genre_scores_gemma":[0.9986014,0.0003829468,0.0001184169,0.00005260231,0.00003445726,0.00001363798,0.0007264691,0.000001317896,0.00006891449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00462856,"threshold_uncertainty_score":0.009203255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970412244002215,"score_gpt":0.2887137022433215,"score_spread":0.2490095798032994,"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."}}