{"id":"W1994057281","doi":"10.1016/j.carpath.2007.08.009","title":"Histological analysis of aortic dissections following previous cardiovascular surgery","year":2007,"lang":"en","type":"article","venue":"Cardiovascular Pathology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Aortic dissection; Autopsy; Aorta; Surgery; Dissection (medical); Complication; Fibrous joint; Internal medicine","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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001793608,0.0002507669,0.00217808,0.0006543512,0.00009405444,0.000006050219,0.00008786807,0.000228613,0.0000431316],"category_scores_gemma":[0.0003984213,0.000209616,0.01197251,0.001334215,0.0001900829,0.00005034707,0.00005166625,0.0001591277,0.00001479644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082324,"about_ca_system_score_gemma":0.00008742464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004220934,"about_ca_topic_score_gemma":0.000004382644,"domain_scores_codex":[0.9975687,0.0002180076,0.0006003138,0.000595759,0.0005498261,0.0004674419],"domain_scores_gemma":[0.9980438,0.0002156506,0.00009547786,0.001310971,0.0001039373,0.0002301555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000159025,0.0008224502,0.6536811,0.0001513118,0.2516386,0.0132515,0.0003041772,0.0006310937,0.0003824226,0.0001474352,0.00006856193,0.07876233],"study_design_scores_gemma":[0.000952001,0.0001102349,0.8424249,0.00002983165,0.1532013,0.0005376264,0.0002314897,0.0001158403,0.0006237575,0.00004363082,0.00145955,0.0002697988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270102,0.04305297,0.02722731,0.00002009298,0.000234478,0.0003734131,0.000006835591,0.0001073305,0.001967388],"genre_scores_gemma":[0.9986017,0.0003029905,0.0006536937,0.00004161851,0.00009214448,0.00005287303,0.000149351,0.00002776317,0.00007780953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1887438,"threshold_uncertainty_score":0.9979224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250300493424116,"score_gpt":0.2723147675413331,"score_spread":0.2398117626070919,"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."}}