{"id":"W3209143858","doi":"10.1002/ehf2.13654","title":"Left Atrial Structural and Mechanical Remodelling in Heart Failure with Reduced Ejection Fraction","year":2021,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Ejection fraction; Heart failure; Cardiology; Internal medicine; Clinical endpoint; Hazard ratio; Confidence interval; Population; Clinical trial","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":[0.001144004,0.0004018364,0.0003698558,0.0003552863,0.0002286917,0.0003966111,0.0002841972,0.0005027705,0.001139738],"category_scores_gemma":[0.001767642,0.0001746914,0.0004303363,0.000238953,0.0003304188,0.0003111511,0.0003696784,0.0006119749,0.0001217164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009141272,"about_ca_system_score_gemma":0.0001299199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003984466,"about_ca_topic_score_gemma":0.0006475952,"domain_scores_codex":[0.9996902,0.0001431083,0.00002017692,0.00004969203,0.00005272148,0.00004419844],"domain_scores_gemma":[0.9987556,0.0002928984,0.0005596452,0.0001030465,0.00007882863,0.000210095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002336091,0.00009100801,0.9919896,0.00003819259,0.0001581649,0.0001529585,0.00002738728,0.0000959571,0.0006594073,0.00003196419,0.00007431287,0.004345045],"study_design_scores_gemma":[0.00006243153,0.0003879227,0.9987937,0.00001008458,0.00005291704,0.0002513756,0.0000262196,0.0002315977,0.00006481762,0.00006198286,0.00005451194,0.000002425202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984457,0.001072193,0.00009195663,0.00005379972,0.00001109264,0.000007711809,0.00005302962,0.000002761469,0.0002618884],"genre_scores_gemma":[0.9995496,0.0001660332,0.00004891535,0.0000221907,0.00004627989,0.000006017961,0.00009005596,4.726596e-7,0.00007058516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001144004,"threshold_uncertainty_score":0.006050169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166893296774086,"score_gpt":0.2502839394063496,"score_spread":0.2386150064386088,"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."}}