{"id":"W4231330910","doi":"10.1038/modpathol.2008.212","title":"Cytopathology","year":2009,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Medicine; Marfan syndrome; Aortic dissection; Ascending aorta; Histopathology; Pathology; Dissection (medical); Connective tissue; Aorta; Thoracic aorta; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001914318,0.0001314789,0.0001505864,0.00007001878,0.00006662463,0.000008768213,0.0002306738,0.0001928888,0.00005454982],"category_scores_gemma":[0.0001631311,0.0001353871,0.0000672056,0.00006997321,0.0001041568,0.000002078559,0.00008844535,0.0001250576,0.00008720375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001022597,"about_ca_system_score_gemma":0.00004130186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002031927,"about_ca_topic_score_gemma":0.00001708771,"domain_scores_codex":[0.9988052,0.0001359368,0.0001320443,0.0004656747,0.00008755545,0.0003735916],"domain_scores_gemma":[0.9993594,0.000008943735,0.00003178057,0.0004559139,0.00007688782,0.00006708089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008569486,0.00008698022,0.002354229,0.000002071841,0.000006650901,0.0001325935,0.00009949111,0.00003300257,0.9338058,0.0006768723,0.0008678635,0.06184878],"study_design_scores_gemma":[0.00526293,0.008021514,0.3328876,0.0000145422,0.00004737578,0.003365663,0.0002257692,0.001688253,0.4684862,0.07864156,0.0995859,0.001772702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612178,0.001297821,0.02634255,0.001053256,0.0000852575,0.0001585802,0.000007399327,0.00003145575,0.009805921],"genre_scores_gemma":[0.9965544,0.00007830109,0.0005776017,0.001118906,0.0001236931,0.00001753103,0.00005605398,0.00001571879,0.001457737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4653196,"threshold_uncertainty_score":0.5520927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131829395042634,"score_gpt":0.2952963946795802,"score_spread":0.2821134551753168,"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."}}