{"id":"W2295697708","doi":"10.1016/j.carpath.2016.03.002","title":"Consensus statement on surgical pathology of the aorta from the Society for Cardiovascular Pathology and the Association For European Cardiovascular Pathology: II. Noninflammatory degenerative diseases — nomenclature and diagnostic criteria","year":2016,"lang":"en","type":"review","venue":"Cardiovascular Pathology","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":297,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Toronto General Hospital","funders":"","keywords":"Pathology; Medicine; Confusion; Grading (engineering); Surgical pathology; Nomenclature; Marfan syndrome; Surgery; Biology; Psychology; Taxonomy (biology)","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_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00766626,0.00127817,0.00672092,0.0001112102,0.0009102672,0.00004631737,0.000605104,0.001198789,0.000009152536],"category_scores_gemma":[0.004277552,0.0006313534,0.01924101,0.0002346794,0.002385779,0.0000499385,0.0008265668,0.0009019135,0.000009004828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004828213,"about_ca_system_score_gemma":0.0005045453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000013847,"about_ca_topic_score_gemma":0.000003676686,"domain_scores_codex":[0.9851457,0.009034725,0.001732918,0.002120276,0.0009192334,0.001047168],"domain_scores_gemma":[0.9875337,0.006974786,0.001081014,0.003585272,0.0005865901,0.0002386334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001714826,0.0008978589,0.003433362,0.01220503,0.3147771,0.02741052,0.005786524,0.0001153623,0.00004229921,0.002642432,0.01187924,0.6190954],"study_design_scores_gemma":[0.01641485,0.0008170243,0.004705292,0.002068424,0.1041556,0.008150671,0.0002312803,0.00001426344,0.00001358332,0.0004692327,0.8620781,0.0008817157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01471288,0.9688243,0.001017108,0.0006593893,0.001235715,0.009652291,0.003723486,0.00008548312,0.00008934022],"genre_scores_gemma":[0.008609845,0.9838825,0.0007359635,0.0004114442,0.001447179,0.003609986,0.000809078,0.0002790258,0.0002150172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8501988,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045197858284032,"score_gpt":0.2818414553973401,"score_spread":0.2613894768144998,"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."}}