{"id":"W4283728631","doi":"10.1161/atvbaha.122.317111","title":"Microcalcification and Thoracic Aortopathy: A Window Into Disease Severity","year":2022,"lang":"en","type":"article","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"Dermatological and Skeletal Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; St. Michael's Hospital; St. Paul's Hospital","funders":"British Heart Foundation; Wellcome Trust","keywords":"Microcalcification; Pathology; Medicine; Osteopontin; Calcification; Elastin; Internal medicine; Cancer","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":[0.0004753044,0.0002876817,0.0002422019,0.0008894132,0.0002106216,0.0004741225,0.0001408413,0.000327348,0.001787362],"category_scores_gemma":[0.001436532,0.0001656381,0.0001529052,0.0004673352,0.0003764132,0.0003990881,0.0004066485,0.0003633475,0.000170625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205657,"about_ca_system_score_gemma":0.0001298763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003887982,"about_ca_topic_score_gemma":0.0006509818,"domain_scores_codex":[0.99976,0.00006755326,0.00003054698,0.00005199938,0.000059297,0.00003066475],"domain_scores_gemma":[0.9986909,0.000337806,0.0006055364,0.00005930062,0.00009390459,0.0002125989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004596564,0.00002606664,0.9917763,0.00001665192,0.00002666101,0.0001254622,0.0001102276,0.00003393382,0.004637332,0.00002547568,0.00003185496,0.002730358],"study_design_scores_gemma":[0.000004761011,0.000179812,0.9981262,0.000006574678,0.00001974962,0.0008131751,0.0001010747,0.0001323389,0.0004849861,0.00003699757,0.00009199053,0.000002403696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990417,0.0004493554,0.0001501398,0.00002306069,0.000003199937,0.000004661612,0.00002767275,0.000003248628,0.0002969367],"genre_scores_gemma":[0.999608,0.00009290184,0.000172323,0.000007624378,0.00001146433,0.000002255392,0.00003840044,9.456922e-7,0.0000661958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001787362,"threshold_uncertainty_score":0.005979359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705097438176536,"score_gpt":0.2757472719922295,"score_spread":0.2586962976104641,"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."}}