{"id":"W4231799854","doi":"10.2139/ssrn.3937813","title":"Mechanical and Histological Characteristics of Aortic Dissection Tissues","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Aortic dissection; Dissection (medical); Aorta; Medicine; Anatomy; Cardiology","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":[0.0004470258,0.0002039234,0.0001879266,0.001975606,0.0003174882,0.0004284308,0.0001989216,0.0002838904,0.003846386],"category_scores_gemma":[0.000701034,0.0001522868,0.0002141851,0.0008069774,0.0003974411,0.0004558537,0.0003192337,0.0003143334,0.0006450544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001683029,"about_ca_system_score_gemma":0.0001418787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004271798,"about_ca_topic_score_gemma":0.0007672639,"domain_scores_codex":[0.9997526,0.00003427285,0.00004243306,0.00006161934,0.00006316698,0.00004597977],"domain_scores_gemma":[0.9992645,0.0001669079,0.0002213715,0.00005637122,0.0001500775,0.0001407679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002657217,0.0003724527,0.761044,0.0002538543,0.0001377114,0.003190742,0.0007560732,0.0003938967,0.2017001,0.0006283203,0.0003012696,0.02856429],"study_design_scores_gemma":[0.000009005788,0.0005504771,0.989445,0.00001367272,0.00003264935,0.002439763,0.0005545809,0.0003111647,0.005555234,0.0001528704,0.0009233275,0.00001222084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953474,0.0008337676,0.0006132999,0.00003768937,0.00001809556,0.00002500193,0.0003495609,0.00001039789,0.002764625],"genre_scores_gemma":[0.9955921,0.0004569278,0.0005965991,0.00004423241,0.00004302314,0.00003034895,0.0006130333,0.000006063022,0.002617705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003846386,"threshold_uncertainty_score":0.01286739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462795222758575,"score_gpt":0.2658911765710493,"score_spread":0.2512632243434636,"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."}}