{"id":"W2792757684","doi":"10.1111/echo.13857","title":"E/eʹ ratio and left atrial area are predictors of atrial fibrillation in patients with hypertrophic cardiomyopathy","year":2018,"lang":"en","type":"article","venue":"Echocardiography","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Atrial fibrillation; Hypertrophic cardiomyopathy; Univariate analysis; Cardiomyopathy; Heart failure; Retrospective cohort study; Multivariate analysis","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":[0.0002587123,0.0002038201,0.0006114653,0.0007133315,0.00007225254,0.0000233964,0.00005104221,0.0001171945,0.00001822112],"category_scores_gemma":[0.0001071176,0.0001623723,0.0005322205,0.0007339216,0.0001770926,0.0001748655,0.00004484013,0.00008365697,0.000003807335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002750233,"about_ca_system_score_gemma":0.00003085319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002453421,"about_ca_topic_score_gemma":0.000007853091,"domain_scores_codex":[0.9984769,0.00008630286,0.0004113204,0.0003289286,0.0004851837,0.0002113532],"domain_scores_gemma":[0.999113,0.00007302332,0.0002171791,0.0003014808,0.0002026282,0.0000927275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002208466,0.000002652347,0.9958594,0.00003586442,0.0004709963,0.000002792889,0.0001253635,0.0003176484,0.00001751499,0.00002781341,0.0001533241,0.0007780908],"study_design_scores_gemma":[0.006839009,0.0008355511,0.9895028,0.00008286539,0.0004570886,0.000001388515,0.00004984804,0.0001221981,0.00004342689,0.00004984572,0.001854229,0.0001617419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971256,0.0003718742,0.0002462045,0.0001243936,0.0006133521,0.0009389813,0.00002202903,0.00005979967,0.0004977982],"genre_scores_gemma":[0.9966656,0.0001023519,0.0002882829,0.00001915464,0.002821335,3.978093e-7,0.00005348591,0.00002495638,0.0000244274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006356664,"threshold_uncertainty_score":0.6621352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503102363232965,"score_gpt":0.2378661375803137,"score_spread":0.2228351139479841,"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."}}