{"id":"W2996321471","doi":"10.1186/s12967-019-02162-5","title":"Fibrosis independent atrial fibrillation in older patients is driven by substrate leukocyte infiltration: diagnostic and prognostic implications to patients undergoing cardiac surgery","year":2019,"lang":"en","type":"article","venue":"Journal of Translational Medicine","topic":"Cardiac Fibrosis and Remodeling","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Saint John Regional Hospital; Dalhousie University; University of New Brunswick","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Atrial fibrillation; Fibrosis; Inflammation; Population; Cardiology; Internal medicine; Lymphocyte; Pathology; Gastroenterology","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":[0.0004224521,0.0001946977,0.0006649347,0.0004092969,0.00006244698,0.00002520627,0.00005126372,0.0001255196,0.00006295376],"category_scores_gemma":[0.0005206487,0.000158315,0.0002571915,0.0003581627,0.00003785881,0.0002885095,0.00001225235,0.0002249038,0.00000610997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166615,"about_ca_system_score_gemma":0.0002362979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002208664,"about_ca_topic_score_gemma":0.000008985457,"domain_scores_codex":[0.9975989,0.00007903774,0.001059979,0.0002514655,0.0007953452,0.0002152292],"domain_scores_gemma":[0.997139,0.001592378,0.0003599779,0.0001340564,0.000534127,0.0002404448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002835706,0.00005053303,0.9900303,0.0001085008,0.0001065565,7.193765e-7,0.000533869,0.002307237,0.00112844,0.00001123094,0.001016307,0.004422688],"study_design_scores_gemma":[0.003488607,0.000507171,0.9934722,0.001266394,0.0002406825,0.00001027743,0.00003723138,0.0003438524,0.0001094127,0.00008758403,0.0002882544,0.0001483469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992314,0.001466322,0.0002945079,0.004280529,0.0005701542,0.000942453,0.0000576275,0.000008094275,0.0000662929],"genre_scores_gemma":[0.9979374,0.0006619482,0.0003487196,0.0002070606,0.0005463853,0.000004127589,0.0002545427,0.00002411942,0.00001566204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005623415,"threshold_uncertainty_score":0.6455898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456813038348022,"score_gpt":0.2600989386334853,"score_spread":0.2455308082500051,"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."}}