{"id":"W4414975037","doi":"10.1016/j.carpath.2025.107787","title":"Variable regional histomorphology of the ascending aorta: Implications for disease classification","year":2025,"lang":"en","type":"article","venue":"Cardiovascular Pathology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université de Montréal","funders":"","keywords":"Ascending aorta; Lamina; Elastic fiber; Histology; Autopsy; Aorta","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":[0.0002205499,0.00009595433,0.000317993,0.00007328478,0.0001112403,0.000002870313,0.0001047035,0.00008301711,0.000007424404],"category_scores_gemma":[0.0001579841,0.00007101872,0.0006474485,0.0002163685,0.0002069884,0.00002068571,0.00003776404,0.00006173245,0.00000232461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007470412,"about_ca_system_score_gemma":0.0002808858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003725948,"about_ca_topic_score_gemma":3.353766e-7,"domain_scores_codex":[0.9991851,0.00008273092,0.0002056079,0.000288997,0.00008229154,0.0001552137],"domain_scores_gemma":[0.9988289,0.00007101867,0.00006626768,0.000841726,0.0001313961,0.00006065083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006370979,0.001030273,0.3474373,0.0006192526,0.005037105,0.00004278587,0.0001059454,0.0001074488,0.01012293,0.6008534,0.01093011,0.02307644],"study_design_scores_gemma":[0.001687138,0.00003430078,0.9533391,0.00004600779,0.004129387,0.00007060672,0.00004870121,0.0001851318,0.0002264848,0.01116108,0.02899394,0.00007812402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4441966,0.03378067,0.4774327,0.01878765,0.001137981,0.005411644,0.000295145,0.0001959828,0.01876155],"genre_scores_gemma":[0.995709,0.00006235447,0.002305953,0.0004075164,0.00005491903,0.0005245088,0.0001662043,0.00001156284,0.0007579814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6059018,"threshold_uncertainty_score":0.2896059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05130520447012593,"score_gpt":0.2983916855123987,"score_spread":0.2470864810422728,"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."}}