{"id":"W2807891609","doi":"10.3389/fcvm.2018.00082","title":"Case Study: Intra-Patient Heterogeneity of Aneurysmal Tissue Properties","year":2018,"lang":"en","type":"article","venue":"Frontiers in Cardiovascular Medicine","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Heart and Stroke Foundation of Canada","keywords":"Medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004774322,0.0008709647,0.0006710325,0.001409396,0.001335887,0.0009923994,0.0008850423,0.002024065,0.00262984],"category_scores_gemma":[0.002804536,0.0004537723,0.0006858305,0.001060775,0.001181869,0.0008898697,0.001136777,0.001806838,0.0006180968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006002148,"about_ca_system_score_gemma":0.0005070065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001140203,"about_ca_topic_score_gemma":0.001163842,"domain_scores_codex":[0.9991388,0.0001517785,0.00009991768,0.0002478823,0.00014695,0.0002145472],"domain_scores_gemma":[0.9982427,0.0005693006,0.0005120932,0.0001895754,0.0001055827,0.0003807754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009601058,0.00006181777,0.04692403,0.00005867739,0.00002524126,0.9470156,0.0007569696,0.0002548278,0.001284609,0.0002740693,0.0002912693,0.002956904],"study_design_scores_gemma":[0.000003901467,0.00006580901,0.009449231,0.00001721618,0.00001446056,0.9885184,0.0003335871,0.0002255252,0.0005544334,0.0001824103,0.000621483,0.00001358534],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864979,0.001368947,0.005134799,0.001463181,0.0001104543,0.0001107698,0.0002641896,0.00004960176,0.005000278],"genre_scores_gemma":[0.9978147,0.0002610735,0.001002237,0.0001780606,0.0001351166,0.00001885803,0.00005651341,0.00001106591,0.0005224127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00262984,"threshold_uncertainty_score":0.008797705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670925718367617,"score_gpt":0.2708035153375441,"score_spread":0.2440942581538679,"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."}}