{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002598947,0.0001890159,0.0004544314,0.0001348123,0.0001345939,0.0000495367,0.00002085729,0.0002602568,0.0002633335],"category_scores_gemma":[0.0001032057,0.0001536934,0.0002527128,0.0002984667,0.00003627332,0.000181315,0.00002510107,0.0006461347,0.0000205494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253233,"about_ca_system_score_gemma":0.0001886076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001864293,"about_ca_topic_score_gemma":0.0005991769,"domain_scores_codex":[0.9984781,0.0001536916,0.0002543314,0.00047115,0.0003842404,0.000258461],"domain_scores_gemma":[0.9993094,0.00004588731,0.00003769936,0.0002976873,0.0001318654,0.0001774748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003122123,0.0001816336,0.5492781,0.0003553866,0.001022961,0.0004155711,0.001061848,0.003382532,0.4103619,0.0004756781,0.02684763,0.003494562],"study_design_scores_gemma":[0.01422783,0.0008826356,0.2442404,0.0007171273,0.0007509925,0.01153444,0.004798145,0.007554056,0.07397114,0.0002805751,0.6399544,0.001088268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891979,0.0001972025,0.001199156,0.008483803,0.0004727363,0.0003149898,0.000002909132,0.00009673324,0.00003461107],"genre_scores_gemma":[0.9885959,0.00003540641,0.01008907,0.0002768077,0.0007321226,0.000002463227,0.0000529021,0.00003131103,0.0001840456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6131068,"threshold_uncertainty_score":0.6267434,"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."}}