{"id":"W7128063732","doi":"10.1093/eurheartj/ehaf784.4702","title":"Left atrial remodeling in hypertrophic cardiomyopathy: morphological and transcriptional insights","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Atrial fibrillation; Fibrosis; Hypertrophic cardiomyopathy; Trichrome; Masson's trichrome stain; Pathological; Cardiomyopathy; MYH7; Disease","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":[0.0002217836,0.0001577073,0.0001236788,0.0002376996,0.00009471743,0.0002416041,0.0001126512,0.0002635319,0.0009284157],"category_scores_gemma":[0.00008159236,0.0001127996,0.0001808833,0.0001389884,0.0002708869,0.0001640512,0.0001579007,0.0002316403,0.0001775106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225092,"about_ca_system_score_gemma":0.000111355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003186933,"about_ca_topic_score_gemma":0.0005118645,"domain_scores_codex":[0.9999338,0.000009013695,0.000003901808,0.00002447173,0.00001600478,0.00001271458],"domain_scores_gemma":[0.9998978,0.00001765298,0.00004143182,0.000008853057,0.00001669381,0.0000174914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001957714,0.00003209494,0.01790271,0.0001341878,0.00001947083,0.0002510947,0.00009528871,0.0002031545,0.9726437,0.0001482933,0.0001248385,0.00824947],"study_design_scores_gemma":[0.00002511153,0.0008477869,0.846055,0.00009889628,0.00008896155,0.002588871,0.0005791031,0.004174398,0.1402877,0.000683886,0.004543933,0.00002631399],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919619,0.002984157,0.003257733,0.0001607356,0.00001641073,0.00001247726,0.0006590849,0.000050366,0.0008971533],"genre_scores_gemma":[0.9945577,0.001338807,0.00257668,0.0001049143,0.00002394581,0.00002348191,0.0005347916,0.000009300434,0.0008302595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009284157,"threshold_uncertainty_score":0.003105819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252473307114171,"score_gpt":0.2931565983653659,"score_spread":0.2506318652942242,"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."}}